Overview

Brought to you by YData

Dataset statistics

Number of variables	57
Number of observations	1217482
Missing cells	1791073
Missing cells (%)	2.6%
Duplicate rows	1477
Duplicate rows (%)	0.1%
Total size in memory	3.6 GiB
Average record size in memory	3.1 KiB

Variable types

Numeric	16
Text	14
Categorical	27

Alerts

`ESTU_NIVEL_PRGM_ACADEMICO` has constant value "UNIVERSITARIO"	Constant
`ESTU_ESTUDIANTE` has constant value "ESTUDIANTE"	Constant
Dataset has 1477 (0.1%) duplicate rows	Duplicates
`ESTU_COD_COLE_MCPIO_TERMINO` is highly overall correlated with `ESTU_COD_DEPTO_PRESENTACION` and 7 other fields	High correlation
`ESTU_COD_DEPTO_PRESENTACION` is highly overall correlated with `ESTU_COD_COLE_MCPIO_TERMINO` and 6 other fields	High correlation
`ESTU_COD_MCPIO_PRESENTACION` is highly overall correlated with `ESTU_COD_COLE_MCPIO_TERMINO` and 6 other fields	High correlation
`ESTU_COD_RESIDE_DEPTO` is highly overall correlated with `ESTU_COD_COLE_MCPIO_TERMINO` and 5 other fields	High correlation
`ESTU_COD_RESIDE_MCPIO` is highly overall correlated with `ESTU_COD_COLE_MCPIO_TERMINO` and 7 other fields	High correlation
`ESTU_INST_CODMUNICIPIO` is highly overall correlated with `ESTU_COD_COLE_MCPIO_TERMINO` and 7 other fields	High correlation
`ESTU_INST_DEPARTAMENTO` is highly overall correlated with `ESTU_COD_COLE_MCPIO_TERMINO` and 4 other fields	High correlation
`ESTU_PRGM_CODMUNICIPIO` is highly overall correlated with `ESTU_COD_COLE_MCPIO_TERMINO` and 7 other fields	High correlation
`ESTU_PRGM_DEPARTAMENTO` is highly overall correlated with `ESTU_COD_COLE_MCPIO_TERMINO` and 6 other fields	High correlation
`INST_CARACTER_ACADEMICO` is highly overall correlated with `INST_COD_INSTITUCION`	High correlation
`INST_COD_INSTITUCION` is highly overall correlated with `INST_CARACTER_ACADEMICO`	High correlation
`MOD_COMPETEN_CIUDADA_PUNT` is highly overall correlated with `MOD_INGLES_PUNT` and 2 other fields	High correlation
`MOD_COMUNI_ESCRITA_DESEM` is highly overall correlated with `MOD_COMUNI_ESCRITA_PUNT`	High correlation
`MOD_COMUNI_ESCRITA_PUNT` is highly overall correlated with `MOD_COMUNI_ESCRITA_DESEM`	High correlation
`MOD_INGLES_DESEM` is highly overall correlated with `MOD_INGLES_PUNT`	High correlation
`MOD_INGLES_PUNT` is highly overall correlated with `MOD_COMPETEN_CIUDADA_PUNT` and 3 other fields	High correlation
`MOD_LECTURA_CRITICA_PUNT` is highly overall correlated with `MOD_COMPETEN_CIUDADA_PUNT` and 2 other fields	High correlation
`MOD_RAZONA_CUANTITAT_PUNT` is highly overall correlated with `MOD_COMPETEN_CIUDADA_PUNT` and 2 other fields	High correlation
`ESTU_TIPODOCUMENTO` is highly imbalanced (98.4%)	Imbalance
`ESTU_PRIVADO_LIBERTAD` is highly imbalanced (99.9%)	Imbalance
`ESTU_ESTADOINVESTIGACION` is highly imbalanced (98.9%)	Imbalance
`ESTU_TIPODOCUMENTOSB11` is highly imbalanced (61.5%)	Imbalance
`FAMI_TIENECOMPUTADOR` is highly imbalanced (55.5%)	Imbalance
`ESTU_CODDANE_COLE_TERMINO` has 400042 (32.9%) missing values	Missing
`ESTU_COD_COLE_MCPIO_TERMINO` has 400042 (32.9%) missing values	Missing
`ESTU_PAGOMATRICULABECA` has 12550 (1.0%) missing values	Missing
`ESTU_PAGOMATRICULACREDITO` has 12470 (1.0%) missing values	Missing
`ESTU_HORASSEMANATRABAJA` has 55467 (4.6%) missing values	Missing
`ESTU_COLE_TERMINO` has 375648 (30.9%) missing values	Missing
`ESTU_PAGOMATRICULAPADRES` has 12352 (1.0%) missing values	Missing
`ESTU_PAGOMATRICULAPROPIO` has 12416 (1.0%) missing values	Missing
`ESTU_TIPODOCUMENTOSB11` has 26035 (2.1%) missing values	Missing
`FAMI_EDUCACIONPADRE` has 41222 (3.4%) missing values	Missing
`FAMI_TIENEAUTOMOVIL` has 76214 (6.3%) missing values	Missing
`FAMI_TIENELAVADORA` has 67718 (5.6%) missing values	Missing
`FAMI_ESTRATOVIVIENDA` has 55103 (4.5%) missing values	Missing
`FAMI_TIENECOMPUTADOR` has 64913 (5.3%) missing values	Missing
`FAMI_TIENEINTERNET` has 47504 (3.9%) missing values	Missing
`FAMI_EDUCACIONMADRE` has 42018 (3.5%) missing values	Missing
`MOD_COMUNI_ESCRITA_DESEM` has 55472 (4.6%) missing values	Missing
`ESTU_COD_RESIDE_DEPTO` is highly skewed (γ1 = 51.27588772)	Skewed
`MOD_COMUNI_ESCRITA_PUNT` has 48006 (3.9%) zeros	Zeros

Reproduction

Analysis started	2025-05-21 12:09:33.586392
Analysis finished	2025-05-21 12:28:39.279594
Duration	19 minutes and 5.69 seconds
Software version	ydata-profiling vv4.16.1
Download configuration	config.json

PERIODO
Real number (ℝ)

Distinct	13
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20203.096

Minimum	20183
Maximum	20226
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	9.3 MiB

Quantile statistics

Minimum	20183
5-th percentile	20183
Q1	20195
median	20203
Q3	20212
95-th percentile	20225
Maximum	20226
Range	43
Interquartile range (IQR)	17

Descriptive statistics

Standard deviation	13.696877
Coefficient of variation (CV)	0.00067795931
Kurtosis	-1.061229
Mean	20203.096
Median Absolute Deviation (MAD)	9
Skewness	0.042315598
Sum	2.4596905 × 10¹⁰
Variance	187.60444
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
20195	258452	21.2%
20212	247099	20.3%
20203	245775	20.2%
20183	235224	19.3%
20225	126282	10.4%
20222	97889	8.0%
20194	2076	0.2%
20213	1670	0.1%
20226	1060	0.1%
20202	680	0.1%
Other values (3)	1275	0.1%

Value	Count	Frequency (%)
20183	235224	19.3%
20184	373	< 0.1%
20194	2076	0.2%
20195	258452	21.2%
20196	228	< 0.1%
20202	680	0.1%
20203	245775	20.2%
20212	247099	20.3%
20213	1670	0.1%
20222	97889	8.0%

Value	Count	Frequency (%)
20226	1060	0.1%
20225	126282	10.4%
20223	674	0.1%
20222	97889	8.0%
20213	1670	0.1%
20212	247099	20.3%
20203	245775	20.2%
20202	680	0.1%
20196	228	< 0.1%
20195	258452	21.2%

ESTU_CONSECUTIVO
Text

Distinct	1212456
Distinct (%)	99.6%
Missing	0
Missing (%)	0.0%
Memory size	82.4 MiB

Length

Max length	14
Median length	14
Mean length	14
Min length	14

Characters and Unicode

Total characters	17044748
Distinct characters	12
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1207430 ?
Unique (%)	99.2%

Sample

1st row	EK201830011083
2nd row	EK201830053875
3rd row	EK201830167993
4th row	EK201830168158
5th row	EK201830164354

Value	Count	Frequency (%)
ek202120076186	2	< 0.1%
ek202120070361	2	< 0.1%
ek202120126755	2	< 0.1%
ek202120287324	2	< 0.1%
ek202120075079	2	< 0.1%
ek202120122684	2	< 0.1%
ek202250195536	2	< 0.1%
ek202120107126	2	< 0.1%
ek202120152714	2	< 0.1%
ek202250183095	2	< 0.1%
Other values (1212446)	1217462	> 99.9%

Most occurring characters

Value	Count	Frequency (%)
0	3502192	20.5%
2	3471977	20.4%
1	1937439	11.4%
K	1217482	7.1%
E	1217482	7.1%
3	1199871	7.0%
5	975523	5.7%
9	879819	5.2%
8	844778	5.0%
7	603677	3.5%
Other values (2)	1194508	7.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	17044748	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	3502192	20.5%
2	3471977	20.4%
1	1937439	11.4%
K	1217482	7.1%
E	1217482	7.1%
3	1199871	7.0%
5	975523	5.7%
9	879819	5.2%
8	844778	5.0%
7	603677	3.5%
Other values (2)	1194508	7.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	17044748	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	3502192	20.5%
2	3471977	20.4%
1	1937439	11.4%
K	1217482	7.1%
E	1217482	7.1%
3	1199871	7.0%
5	975523	5.7%
9	879819	5.2%
8	844778	5.0%
7	603677	3.5%
Other values (2)	1194508	7.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	17044748	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	3502192	20.5%
2	3471977	20.4%
1	1937439	11.4%
K	1217482	7.1%
E	1217482	7.1%
3	1199871	7.0%
5	975523	5.7%
9	879819	5.2%
8	844778	5.0%
7	603677	3.5%
Other values (2)	1194508	7.0%

ESTU_TIPODOCUMENTO
Categorical

Imbalance

Distinct	9
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	68.5 MiB

CC	1211795
TI	2545
CE	1891
CR	723
PE	376
Other values (4)	152

Length

Max length	3
Median length	2
Mean length	2.0000049
Min length	1

Characters and Unicode

Total characters	2434970
Distinct characters	7
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	CC
2nd row	CC
3rd row	CC
4th row	CC
5th row	CC

Common Values

Value	Count	Frequency (%)
CC	1211795	99.5%
TI	2545	0.2%
CE	1891	0.2%
CR	723	0.1%
PE	376	< 0.1%
PC	136	< 0.1%
PEP	10	< 0.1%
V	5	< 0.1%
PPT	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
cc	1211795	99.5%
ti	2545	0.2%
ce	1891	0.2%
cr	723	0.1%
pe	376	< 0.1%
pc	136	< 0.1%
pep	10	< 0.1%
v	5	< 0.1%
ppt	1	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
C	2426340	99.6%
T	2546	0.1%
I	2545	0.1%
E	2277	0.1%
R	723	< 0.1%
P	534	< 0.1%
V	5	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2434970	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
C	2426340	99.6%
T	2546	0.1%
I	2545	0.1%
E	2277	0.1%
R	723	< 0.1%
P	534	< 0.1%
V	5	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2434970	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
C	2426340	99.6%
T	2546	0.1%
I	2545	0.1%
E	2277	0.1%
R	723	< 0.1%
P	534	< 0.1%
V	5	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2434970	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
C	2426340	99.6%
T	2546	0.1%
I	2545	0.1%
E	2277	0.1%
R	723	< 0.1%
P	534	< 0.1%
V	5	< 0.1%

ESTU_PAIS_RESIDE
Text

Distinct	86
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	75.5 MiB

Length

Max length	40
Median length	8
Mean length	8.0003926
Min length	4

Characters and Unicode

Total characters	9740334
Distinct characters	33
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	22 ?
Unique (%)	< 0.1%

Sample

1st row	COLOMBIA
2nd row	COLOMBIA
3rd row	COLOMBIA
4th row	COLOMBIA
5th row	COLOMBIA

Value	Count	Frequency (%)
colombia	1215091	99.8%
venezuela	885	0.1%
perú	182	< 0.1%
ecuador	170	< 0.1%
francia	138	< 0.1%
estados	113	< 0.1%
unidos	111	< 0.1%
panamá	86	< 0.1%
méxico	71	< 0.1%
alemania	67	< 0.1%
Other values (99)	903	0.1%

Most occurring characters

Value	Count	Frequency (%)
O	2430962	25.0%
A	1217971	12.5%
L	1216383	12.5%
I	1216017	12.5%
C	1215777	12.5%
M	1215406	12.5%
B	1215266	12.5%
E	3574	< 0.1%
N	1585	< 0.1%
U	1355	< 0.1%
Other values (23)	6038	0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	9740334	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
O	2430962	25.0%
A	1217971	12.5%
L	1216383	12.5%
I	1216017	12.5%
C	1215777	12.5%
M	1215406	12.5%
B	1215266	12.5%
E	3574	< 0.1%
N	1585	< 0.1%
U	1355	< 0.1%
Other values (23)	6038	0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	9740334	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
O	2430962	25.0%
A	1217971	12.5%
L	1216383	12.5%
I	1216017	12.5%
C	1215777	12.5%
M	1215406	12.5%
B	1215266	12.5%
E	3574	< 0.1%
N	1585	< 0.1%
U	1355	< 0.1%
Other values (23)	6038	0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	9740334	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
O	2430962	25.0%
A	1217971	12.5%
L	1216383	12.5%
I	1216017	12.5%
C	1215777	12.5%
M	1215406	12.5%
B	1215266	12.5%
E	3574	< 0.1%
N	1585	< 0.1%
U	1355	< 0.1%
Other values (23)	6038	0.1%

ESTU_COD_RESIDE_DEPTO
Real number (ℝ)

High correlation Skewed

Distinct	35
Distinct (%)	< 0.1%
Missing	3393
Missing (%)	0.3%
Infinite	0
Infinite (%)	0.0%
Mean	67.839896

Minimum	0
Maximum	99999
Zeros	20
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	9.3 MiB

Quantile statistics

Minimum	0
5-th percentile	5
Q1	11
median	15
Q3	52
95-th percentile	76
Maximum	99999
Range	99999
Interquartile range (IQR)	41

Descriptive statistics

Standard deviation	1947.8117
Coefficient of variation (CV)	28.711891
Kurtosis	2627.6841
Mean	67.839896
Median Absolute Deviation (MAD)	10
Skewness	51.275888
Sum	82363672
Variance	3793970.6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=35)

Value	Count	Frequency (%)
11	326784	26.8%
5	146234	12.0%
76	95745	7.9%
25	76074	6.2%
8	69830	5.7%
68	58419	4.8%
13	39027	3.2%
54	36487	3.0%
15	32657	2.7%
73	31600	2.6%
Other values (25)	301232	24.7%

Value	Count	Frequency (%)
0	20	< 0.1%
5	146234	12.0%
8	69830	5.7%
11	326784	26.8%
13	39027	3.2%
15	32657	2.7%
17	23130	1.9%
18	6881	0.6%
19	23465	1.9%
20	21919	1.8%

Value	Count	Frequency (%)
99999	461	< 0.1%
99	351	< 0.1%
97	243	< 0.1%
95	963	0.1%
94	184	< 0.1%
91	356	< 0.1%
88	922	0.1%
86	4926	0.4%
85	7786	0.6%
81	3538	0.3%

ESTU_DEPTO_RESIDE
Text

Distinct	51
Distinct (%)	< 0.1%
Missing	3393
Missing (%)	0.3%
Memory size	85.6 MiB

Length

Max length	17
Median length	15
Mean length	7.378282
Min length	4

Characters and Unicode

Total characters	8957891
Distinct characters	28
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	14 ?
Unique (%)	< 0.1%

Sample

1st row	BOGOTÁ
2nd row	VALLE
3rd row	TOLIMA
4th row	SANTANDER
5th row	BOGOTÁ

Value	Count	Frequency (%)
bogotá	326784	25.8%
antioquia	146234	11.6%
valle	95745	7.6%
santander	94906	7.5%
cundinamarca	76074	6.0%
atlantico	69830	5.5%
bolivar	39027	3.1%
norte	36487	2.9%
boyaca	32657	2.6%
tolima	31600	2.5%
Other values (48)	314843	24.9%

Most occurring characters

Value	Count	Frequency (%)
A	1537637	17.2%
O	1135194	12.7%
T	812283	9.1%
N	669004	7.5%
I	632793	7.1%
L	438634	4.9%
C	427935	4.8%
B	427431	4.8%
R	420352	4.7%
G	360135	4.0%
Other values (18)	2096493	23.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	8957891	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
A	1537637	17.2%
O	1135194	12.7%
T	812283	9.1%
N	669004	7.5%
I	632793	7.1%
L	438634	4.9%
C	427935	4.8%
B	427431	4.8%
R	420352	4.7%
G	360135	4.0%
Other values (18)	2096493	23.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	8957891	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
A	1537637	17.2%
O	1135194	12.7%
T	812283	9.1%
N	669004	7.5%
I	632793	7.1%
L	438634	4.9%
C	427935	4.8%
B	427431	4.8%
R	420352	4.7%
G	360135	4.0%
Other values (18)	2096493	23.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	8957891	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
A	1537637	17.2%
O	1135194	12.7%
T	812283	9.1%
N	669004	7.5%
I	632793	7.1%
L	438634	4.9%
C	427935	4.8%
B	427431	4.8%
R	420352	4.7%
G	360135	4.0%
Other values (18)	2096493	23.4%

ESTU_COD_RESIDE_MCPIO
Real number (ℝ)

High correlation

Distinct	1129
Distinct (%)	0.1%
Missing	3393
Missing (%)	0.3%
Infinite	0
Infinite (%)	0.0%
Mean	30051.295

Minimum	1
Maximum	99999
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	9.3 MiB

Quantile statistics

Minimum	1
5-th percentile	5001
Q1	11001
median	15632
Q3	52356
95-th percentile	76001
Maximum	99999
Range	99998
Interquartile range (IQR)	41355

Descriptive statistics

Standard deviation	25898.296
Coefficient of variation (CV)	0.86180299
Kurtosis	-0.95289249
Mean	30051.295
Median Absolute Deviation (MAD)	9754
Skewness	0.80460239
Sum	3.6484946 × 10¹⁰
Variance	6.7072172 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
11001	326784	26.8%
5001	76695	6.3%
76001	58192	4.8%
8001	46302	3.8%
13001	30410	2.5%
68001	24816	2.0%
73001	21783	1.8%
54001	20734	1.7%
50001	18855	1.5%
52001	18474	1.5%
Other values (1119)	571044	46.9%

Value	Count	Frequency (%)
1	2	< 0.1%
3	1	< 0.1%
6	1	< 0.1%
9	1	< 0.1%
17	1	< 0.1%
18	1	< 0.1%
19	2	< 0.1%
21	1	< 0.1%
22	1	< 0.1%
23	1	< 0.1%

Value	Count	Frequency (%)
99999	461	< 0.1%
99773	37	< 0.1%
99624	26	< 0.1%
99572	1	< 0.1%
99524	47	< 0.1%
99001	240	< 0.1%
97889	1	< 0.1%
97666	3	< 0.1%
97161	4	< 0.1%
97001	235	< 0.1%

ESTU_MCPIO_RESIDE
Text

Distinct	1044
Distinct (%)	0.1%
Missing	3393
Missing (%)	0.3%
Memory size	97.2 MiB

Length

Max length	27
Median length	25
Mean length	9.2331584
Min length	3

Characters and Unicode

Total characters	11209876
Distinct characters	36
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	15 ?
Unique (%)	< 0.1%

Sample

1st row	BOGOTÁ D.C.
2nd row	SEVILLA
3rd row	IBAGUÉ
4th row	BARRANCABERMEJA
5th row	BOGOTÁ D.C.

Value	Count	Frequency (%)
d.c	326784	18.9%
bogotá	326784	18.9%
medellín	76695	4.4%
cali	58192	3.4%
de	52523	3.0%
barranquilla	46302	2.7%
cartagena	30496	1.8%
indias	30410	1.8%
bucaramanga	24816	1.4%
ibagué	21783	1.3%
Other values (1034)	734421	42.5%

Most occurring characters

Value	Count	Frequency (%)
A	1386011	12.4%
O	1001164	8.9%
C	713389	6.4%
.	653568	5.8%
D	637986	5.7%
L	618275	5.5%
E	585943	5.2%
T	582947	5.2%
I	538576	4.8%
B	528048	4.7%
Other values (26)	3963969	35.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	11209876	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
A	1386011	12.4%
O	1001164	8.9%
C	713389	6.4%
.	653568	5.8%
D	637986	5.7%
L	618275	5.5%
E	585943	5.2%
T	582947	5.2%
I	538576	4.8%
B	528048	4.7%
Other values (26)	3963969	35.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	11209876	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
A	1386011	12.4%
O	1001164	8.9%
C	713389	6.4%
.	653568	5.8%
D	637986	5.7%
L	618275	5.5%
E	585943	5.2%
T	582947	5.2%
I	538576	4.8%
B	528048	4.7%
Other values (26)	3963969	35.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	11209876	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
A	1386011	12.4%
O	1001164	8.9%
C	713389	6.4%
.	653568	5.8%
D	637986	5.7%
L	618275	5.5%
E	585943	5.2%
T	582947	5.2%
I	538576	4.8%
B	528048	4.7%
Other values (26)	3963969	35.4%

ESTU_CODDANE_COLE_TERMINO
Real number (ℝ)

Missing

Distinct	12623
Distinct (%)	1.5%
Missing	400042
Missing (%)	32.9%
Infinite	0
Infinite (%)	0.0%
Mean	2.160293 × 10¹¹

Minimum	0
Maximum	8.230011 × 10¹¹
Zeros	70
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	9.3 MiB

Quantile statistics

Minimum	0
5-th percentile	1.05318 × 10¹¹
Q1	1.19573 × 10¹¹
median	1.73043 × 10¹¹
Q3	3.1100111 × 10¹¹
95-th percentile	3.76001 × 10¹¹
Maximum	8.230011 × 10¹¹
Range	8.230011 × 10¹¹
Interquartile range (IQR)	1.9142811 × 10¹¹

Descriptive statistics

Standard deviation	9.9659527 × 10¹⁰
Coefficient of variation (CV)	0.46132412
Kurtosis	-1.2490376
Mean	2.160293 × 10¹¹
Median Absolute Deviation (MAD)	6.4285 × 10¹⁰
Skewness	0.41933158
Sum	1.7659099 × 10¹⁷
Variance	9.9320213 × 10²¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.050010001 × 10¹¹	3080	0.3%
1.050010133 × 10¹¹	2144	0.2%
3.050010043 × 10¹¹	1697	0.1%
1.110010247 × 10¹¹	1634	0.1%
3.05001004 × 10¹¹	1435	0.1%
3.130010031 × 10¹¹	1243	0.1%
1.110010194 × 10¹¹	1238	0.1%
1.110010118 × 10¹¹	1218	0.1%
1.520010008 × 10¹¹	1209	0.1%
1.50001001 × 10¹¹	1198	0.1%
Other values (12613)	801344	65.8%
(Missing)	400042	32.9%

Value	Count	Frequency (%)
0	70	< 0.1%
900086079	5	< 0.1%
1.050010339 × 10¹⁰	119	< 0.1%
1.230010534 × 10¹⁰	7	< 0.1%
1.500010187 × 10¹⁰	422	< 0.1%
1.733490003 × 10¹⁰	30	< 0.1%
3.00800141 × 10¹⁰	7	< 0.1%
3.080010096 × 10¹⁰	22	< 0.1%
3.080010184 × 10¹⁰	37	< 0.1%
3.080011014 × 10¹⁰	35	< 0.1%

Value	Count	Frequency (%)
8.230011 × 10¹¹	14	< 0.1%
8.180011 × 10¹¹	20	< 0.1%
8.1343 × 10¹¹	10	< 0.1%
7.108001 × 10¹¹	3	< 0.1%
6.258430001 × 10¹¹	3	< 0.1%
6.254730001 × 10¹¹	3	< 0.1%
5.684320013 × 10¹¹	16	< 0.1%
5.680010097 × 10¹¹	19	< 0.1%
5.680010092 × 10¹¹	11	< 0.1%
5.540013 × 10¹¹	113	< 0.1%

ESTU_COD_COLE_MCPIO_TERMINO
Real number (ℝ)

High correlation Missing

Distinct	1106
Distinct (%)	0.1%
Missing	400042
Missing (%)	32.9%
Infinite	0
Infinite (%)	0.0%
Mean	33106.664

Minimum	5001
Maximum	99773
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	9.3 MiB

Quantile statistics

Minimum	5001
5-th percentile	5001
Q1	11001
median	20400
Q3	54498
95-th percentile	76111
Maximum	99773
Range	94772
Interquartile range (IQR)	43497

Descriptive statistics

Standard deviation	26390.745
Coefficient of variation (CV)	0.79714298
Kurtosis	-1.2225216
Mean	33106.664
Median Absolute Deviation (MAD)	14730
Skewness	0.59362476
Sum	2.7062711 × 10¹⁰
Variance	6.964714 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
11001	160524	13.2%
5001	44742	3.7%
76001	35872	2.9%
8001	27077	2.2%
13001	19863	1.6%
73001	15537	1.3%
54001	14785	1.2%
68001	14365	1.2%
50001	13405	1.1%
52001	11997	1.0%
Other values (1096)	459273	37.7%
(Missing)	400042	32.9%

Value	Count	Frequency (%)
5001	44742	3.7%
5002	225	< 0.1%
5004	18	< 0.1%
5021	12	< 0.1%
5030	272	< 0.1%
5031	208	< 0.1%
5034	513	< 0.1%
5036	33	< 0.1%
5038	48	< 0.1%
5040	55	< 0.1%

Value	Count	Frequency (%)
99773	56	< 0.1%
99624	27	< 0.1%
99524	130	< 0.1%
99001	294	< 0.1%
97889	2	< 0.1%
97001	247	< 0.1%
95200	10	< 0.1%
95025	40	< 0.1%
95015	34	< 0.1%
95001	864	0.1%

ESTU_COD_DEPTO_PRESENTACION
Real number (ℝ)

High correlation

Distinct	34
Distinct (%)	< 0.1%
Missing	104
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	21.114056

Minimum	0
Maximum	99
Zeros	2078
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	9.3 MiB

Quantile statistics

Minimum	0
5-th percentile	5
Q1	11
median	11
Q3	19
95-th percentile	73
Maximum	99
Range	99
Interquartile range (IQR)	8

Descriptive statistics

Standard deviation	21.070154
Coefficient of variation (CV)	0.99792075
Kurtosis	1.5821298
Mean	21.114056
Median Absolute Deviation (MAD)	0
Skewness	1.7618152
Sum	25703787
Variance	443.95141
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=34)

Value	Count	Frequency (%)
11	737228	60.6%
5	73041	6.0%
76	49682	4.1%
8	42522	3.5%
25	33113	2.7%
68	31569	2.6%
54	22671	1.9%
13	21998	1.8%
23	17748	1.5%
15	16956	1.4%
Other values (24)	170850	14.0%

Value	Count	Frequency (%)
0	2078	0.2%
5	73041	6.0%
8	42522	3.5%
11	737228	60.6%
13	21998	1.8%
15	16956	1.4%
17	13219	1.1%
18	4247	0.3%
19	13905	1.1%
20	12851	1.1%

Value	Count	Frequency (%)
99	158	< 0.1%
97	177	< 0.1%
95	490	< 0.1%
94	119	< 0.1%
91	262	< 0.1%
88	447	< 0.1%
86	2454	0.2%
85	3456	0.3%
81	1452	0.1%
76	49682	4.1%

INST_COD_INSTITUCION
Real number (ℝ)

High correlation

Distinct	269
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2331.7091

Minimum	1101
Maximum	9932
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	9.3 MiB

Quantile statistics

Minimum	1101
5-th percentile	1111
Q1	1701
median	1825
Q3	2812
95-th percentile	4813
Maximum	9932
Range	8831
Interquartile range (IQR)	1111

Descriptive statistics

Standard deviation	1426.1353
Coefficient of variation (CV)	0.61162659
Kurtosis	12.166401
Mean	2331.7091
Median Absolute Deviation (MAD)	705
Skewness	3.0680941
Sum	2.8388139 × 10⁹
Variance	2033861.9
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2829	90169	7.4%
2725	49852	4.1%
2102	35613	2.9%
2728	28997	2.4%
1818	21971	1.8%
1212	17295	1.4%
1201	17108	1.4%
4813	16267	1.3%
1701	15417	1.3%
1101	15336	1.3%
Other values (259)	909457	74.7%

Value	Count	Frequency (%)
1101	15336	1.3%
1102	5138	0.4%
1103	3120	0.3%
1104	1600	0.1%
1105	5612	0.5%
1106	10615	0.9%
1107	1634	0.1%
1108	1932	0.2%
1109	423	< 0.1%
1110	7284	0.6%

Value	Count	Frequency (%)
9932	1	< 0.1%
9930	82	< 0.1%
9927	17	< 0.1%
9926	143	< 0.1%
9922	368	< 0.1%
9921	49	< 0.1%
9915	370	< 0.1%
9914	215	< 0.1%
9913	2645	0.2%
9907	1163	0.1%

INST_NOMBRE_INSTITUCION
Text

Distinct	272
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	161.7 MiB

Length

Max length	96
Median length	80
Mean length	45.798112
Min length	22

Characters and Unicode

Total characters	55758377
Distinct characters	52
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	5 ?
Unique (%)	< 0.1%

Sample

1st row	UNIVERSITARIA AGUSTINIANA- UNIAGUSTINIANA-BOGOTÁ D.C.
2nd row	UNIVERSIDAD DEL VALLE-CALI
3rd row	CORPORACION UNIVERSITARIA MINUTO DE DIOS -UNIMINUTO-BOGOTÁ D.C.
4th row	INSTITUTO UNIVERSITARIO DE LA PAZ-BARRANCABERMEJA
5th row	UNIVERSIDAD DEL QUINDIO-ARMENIA

Value	Count	Frequency (%)
universidad	734376	12.8%
de	617015	10.7%
d.c	549832	9.5%
universitaria	319407	5.5%
corporacion	213837	3.7%
del	188468	3.3%
fundacion	143120	2.5%
	94288	1.6%
dios	91799	1.6%
minuto	91799	1.6%
Other values (454)	2714550	47.1%

Most occurring characters

Value	Count	Frequency (%)
A	5951207	10.7%
I	5642432	10.1%
	4570983	8.2%
O	4305685	7.7%
N	4070619	7.3%
D	3717931	6.7%
E	3582115	6.4%
R	3195744	5.7%
C	2787843	5.0%
U	2389386	4.3%
Other values (42)	15544432	27.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	55758377	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
A	5951207	10.7%
I	5642432	10.1%
	4570983	8.2%
O	4305685	7.7%
N	4070619	7.3%
D	3717931	6.7%
E	3582115	6.4%
R	3195744	5.7%
C	2787843	5.0%
U	2389386	4.3%
Other values (42)	15544432	27.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	55758377	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
A	5951207	10.7%
I	5642432	10.1%
	4570983	8.2%
O	4305685	7.7%
N	4070619	7.3%
D	3717931	6.7%
E	3582115	6.4%
R	3195744	5.7%
C	2787843	5.0%
U	2389386	4.3%
Other values (42)	15544432	27.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	55758377	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
A	5951207	10.7%
I	5642432	10.1%
	4570983	8.2%
O	4305685	7.7%
N	4070619	7.3%
D	3717931	6.7%
E	3582115	6.4%
R	3195744	5.7%
C	2787843	5.0%
U	2389386	4.3%
Other values (42)	15544432	27.9%

INST_CARACTER_ACADEMICO
Categorical

High correlation

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	108.5 MiB

UNIVERSIDAD	735155
INSTITUCIÓN UNIVERSITARIA	436563
TÉCNICA PROFESIONAL	24572
INSTITUCIÓN TECNOLÓGICA	21192

Length

Max length	25
Median length	11
Mean length	16.390439
Min length	11

Characters and Unicode

Total characters	19955064
Distinct characters	19
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	INSTITUCIÓN UNIVERSITARIA
2nd row	UNIVERSIDAD
3rd row	INSTITUCIÓN UNIVERSITARIA
4th row	INSTITUCIÓN UNIVERSITARIA
5th row	UNIVERSIDAD

Common Values

Value	Count	Frequency (%)
UNIVERSIDAD	735155	60.4%
INSTITUCIÓN UNIVERSITARIA	436563	35.9%
TÉCNICA PROFESIONAL	24572	2.0%
INSTITUCIÓN TECNOLÓGICA	21192	1.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
universidad	735155	43.2%
institución	457755	26.9%
universitaria	436563	25.7%
técnica	24572	1.4%
profesional	24572	1.4%
tecnológica	21192	1.2%

Most occurring characters

Value	Count	Frequency (%)
I	4223600	21.2%
N	2157564	10.8%
A	1678617	8.4%
S	1654045	8.3%
R	1632853	8.2%
U	1629473	8.2%
D	1470310	7.4%
T	1397837	7.0%
E	1217482	6.1%
V	1171718	5.9%
Other values (9)	1721565	8.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	19955064	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
I	4223600	21.2%
N	2157564	10.8%
A	1678617	8.4%
S	1654045	8.3%
R	1632853	8.2%
U	1629473	8.2%
D	1470310	7.4%
T	1397837	7.0%
E	1217482	6.1%
V	1171718	5.9%
Other values (9)	1721565	8.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	19955064	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
I	4223600	21.2%
N	2157564	10.8%
A	1678617	8.4%
S	1654045	8.3%
R	1632853	8.2%
U	1629473	8.2%
D	1470310	7.4%
T	1397837	7.0%
E	1217482	6.1%
V	1171718	5.9%
Other values (9)	1721565	8.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	19955064	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
I	4223600	21.2%
N	2157564	10.8%
A	1678617	8.4%
S	1654045	8.3%
R	1632853	8.2%
U	1629473	8.2%
D	1470310	7.4%
T	1397837	7.0%
E	1217482	6.1%
V	1171718	5.9%
Other values (9)	1721565	8.6%

ESTU_NUCLEO_PREGRADO
Text

Distinct	56
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	134.9 MiB

Length

Max length	53
Median length	45
Mean length	19.855477
Min length	6

Characters and Unicode

Total characters	24173686
Distinct characters	32
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	ADMINISTRACIÓN
2nd row	CONTADURÍA PUBLICA
3rd row	CONTADURÍA PUBLICA
4th row	INGENIERÍA AMBIENTAL, SANITARIA Y AFINES
5th row	BIBLIOTECOLOGÍA, OTROS DE CIENCIAS SOCIALES Y HUMANAS

Value	Count	Frequency (%)
y	463530	15.7%
afines	449904	15.2%
ingeniería	256020	8.7%
administración	251455	8.5%
educación	118605	4.0%
publica	99676	3.4%
derecho	97009	3.3%
contaduría	90022	3.1%
psicología	86856	2.9%
industrial	65767	2.2%
Other values (94)	971513	32.9%

Most occurring characters

Value	Count	Frequency (%)
I	3173677	13.1%
A	2797111	11.6%
N	2180690	9.0%
E	2037337	8.4%
	1732875	7.2%
C	1560603	6.5%
S	1378456	5.7%
R	1184543	4.9%
O	994837	4.1%
T	910961	3.8%
Other values (22)	6222596	25.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	24173686	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
I	3173677	13.1%
A	2797111	11.6%
N	2180690	9.0%
E	2037337	8.4%
	1732875	7.2%
C	1560603	6.5%
S	1378456	5.7%
R	1184543	4.9%
O	994837	4.1%
T	910961	3.8%
Other values (22)	6222596	25.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	24173686	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
I	3173677	13.1%
A	2797111	11.6%
N	2180690	9.0%
E	2037337	8.4%
	1732875	7.2%
C	1560603	6.5%
S	1378456	5.7%
R	1184543	4.9%
O	994837	4.1%
T	910961	3.8%
Other values (22)	6222596	25.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	24173686	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
I	3173677	13.1%
A	2797111	11.6%
N	2180690	9.0%
E	2037337	8.4%
	1732875	7.2%
C	1560603	6.5%
S	1378456	5.7%
R	1184543	4.9%
O	994837	4.1%
T	910961	3.8%
Other values (22)	6222596	25.7%

ESTU_INST_DEPARTAMENTO
Categorical

High correlation

Distinct	26
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	91.8 MiB

BOGOTÁ	549976
ANTIOQUIA	142356
ATLANTICO	76332
VALLE	71065
SANTANDER	52474
Other values (21)	325279

Length

Max length	15
Median length	6
Mean length	7.0634071
Min length	4

Characters and Unicode

Total characters	8599571
Distinct characters	24
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	BOGOTÁ
2nd row	VALLE
3rd row	BOGOTÁ
4th row	SANTANDER
5th row	QUINDIO

Common Values

Value	Count	Frequency (%)
BOGOTÁ	549976	45.2%
ANTIOQUIA	142356	11.7%
ATLANTICO	76332	6.3%
VALLE	71065	5.8%
SANTANDER	52474	4.3%
BOLIVAR	35059	2.9%
NORTE SANTANDER	32377	2.7%
BOYACA	23664	1.9%
NARIÑO	21249	1.7%
TOLIMA	20079	1.6%
Other values (16)	192851	15.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
bogotá	549976	43.7%
antioquia	142356	11.3%
santander	84851	6.7%
atlantico	76332	6.1%
valle	71065	5.6%
bolivar	35059	2.8%
norte	32377	2.6%
boyaca	23664	1.9%
nariño	21249	1.7%
tolima	20079	1.6%
Other values (17)	201782	16.0%

Most occurring characters

Value	Count	Frequency (%)
O	1522229	17.7%
A	1124245	13.1%
T	992895	11.5%
B	627021	7.3%
G	575916	6.7%
Á	549976	6.4%
I	527977	6.1%
N	513604	6.0%
L	349195	4.1%
R	285928	3.3%
Other values (14)	1530585	17.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	8599571	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
O	1522229	17.7%
A	1124245	13.1%
T	992895	11.5%
B	627021	7.3%
G	575916	6.7%
Á	549976	6.4%
I	527977	6.1%
N	513604	6.0%
L	349195	4.1%
R	285928	3.3%
Other values (14)	1530585	17.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	8599571	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
O	1522229	17.7%
A	1124245	13.1%
T	992895	11.5%
B	627021	7.3%
G	575916	6.7%
Á	549976	6.4%
I	527977	6.1%
N	513604	6.0%
L	349195	4.1%
R	285928	3.3%
Other values (14)	1530585	17.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	8599571	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
O	1522229	17.7%
A	1124245	13.1%
T	992895	11.5%
B	627021	7.3%
G	575916	6.7%
Á	549976	6.4%
I	527977	6.1%
N	513604	6.0%
L	349195	4.1%
R	285928	3.3%
Other values (14)	1530585	17.8%

ESTU_INST_CODMUNICIPIO
Real number (ℝ)

High correlation

Distinct	61
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	23877.768

Minimum	5001
Maximum	86001
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	9.3 MiB

Quantile statistics

Minimum	5001
5-th percentile	5001
Q1	11001
median	11001
Q3	25307
95-th percentile	76001
Maximum	86001
Range	81000
Interquartile range (IQR)	14306

Descriptive statistics

Standard deviation	23626.376
Coefficient of variation (CV)	0.98947175
Kurtosis	-0.011761535
Mean	23877.768
Median Absolute Deviation (MAD)	3000
Skewness	1.2934403
Sum	2.9070752 × 10¹⁰
Variance	5.5820566 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
11001	549976	45.2%
5001	124659	10.2%
8001	75421	6.2%
76001	62772	5.2%
68001	45172	3.7%
13001	35059	2.9%
52001	21249	1.7%
15001	19675	1.6%
66001	18546	1.5%
23001	18322	1.5%
Other values (51)	246631	20.3%

Value	Count	Frequency (%)
5001	124659	10.2%
5034	295	< 0.1%
5045	93	< 0.1%
5088	1868	0.2%
5129	1075	0.1%
5148	519	< 0.1%
5154	171	< 0.1%
5266	2407	0.2%
5579	35	< 0.1%
5615	3622	0.3%

Value	Count	Frequency (%)
86001	1038	0.1%
85001	1052	0.1%
76834	2693	0.2%
76622	1353	0.1%
76520	2681	0.2%
76147	110	< 0.1%
76111	103	< 0.1%
76109	1353	0.1%
76001	62772	5.2%
73268	2625	0.2%

ESTU_INST_MUNICIPIO
Text

Distinct	61
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	103.9 MiB

Length

Max length	27
Median length	11
Mean length	9.7144508
Min length	4

Characters and Unicode

Total characters	11827169
Distinct characters	31
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	BOGOTÁ D.C.
2nd row	CALI
3rd row	BOGOTÁ D.C.
4th row	BARRANCABERMEJA
5th row	ARMENIA

Value	Count	Frequency (%)
bogotá	549976	29.4%
d.c	549976	29.4%
medellín	124659	6.7%
barranquilla	75421	4.0%
cali	62772	3.4%
bucaramanga	45172	2.4%
de	39552	2.1%
cartagena	35059	1.9%
indias	35059	1.9%
pasto	21249	1.1%
Other values (65)	331486	17.7%

Most occurring characters

Value	Count	Frequency (%)
O	1251335	10.6%
.	1099952	9.3%
A	1071269	9.1%
D	779556	6.6%
C	778082	6.6%
B	714216	6.0%
T	707004	6.0%
G	678091	5.7%
	652899	5.5%
Á	577912	4.9%
Other values (21)	3516853	29.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	11827169	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
O	1251335	10.6%
.	1099952	9.3%
A	1071269	9.1%
D	779556	6.6%
C	778082	6.6%
B	714216	6.0%
T	707004	6.0%
G	678091	5.7%
	652899	5.5%
Á	577912	4.9%
Other values (21)	3516853	29.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	11827169	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
O	1251335	10.6%
.	1099952	9.3%
A	1071269	9.1%
D	779556	6.6%
C	778082	6.6%
B	714216	6.0%
T	707004	6.0%
G	678091	5.7%
	652899	5.5%
Á	577912	4.9%
Other values (21)	3516853	29.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	11827169	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
O	1251335	10.6%
.	1099952	9.3%
A	1071269	9.1%
D	779556	6.6%
C	778082	6.6%
B	714216	6.0%
T	707004	6.0%
G	678091	5.7%
	652899	5.5%
Á	577912	4.9%
Other values (21)	3516853	29.7%

ESTU_PRGM_ACADEMICO
Text

Distinct	1023
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	103.0 MiB

Length

Max length	109
Median length	87
Mean length	21.830439
Min length	4

Characters and Unicode

Total characters	26578166
Distinct characters	62
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	35 ?
Unique (%)	< 0.1%

Sample

1st row	HOTELERIA Y TURISMO
2nd row	CONTADURIA PUBLICA
3rd row	CONTADURÍA PÚBLICA
4th row	INGENIERIA AMBIENTAL Y DE SANEAMIENTO
5th row	CIENCIAS DE LA INFORMACION Y LA DOCUMENTACION

Value	Count	Frequency (%)
de	236636	7.7%
ingenieria	226863	7.3%
en	194387	6.3%
administracion	143489	4.6%
empresas	142305	4.6%
y	115075	3.7%
licenciatura	112974	3.7%
derecho	93800	3.0%
publica	81365	2.6%
administración	79359	2.6%
Other values (588)	1663703	53.8%

Most occurring characters

Value	Count	Frequency (%)
I	3645371	13.7%
A	3051354	11.5%
E	2598430	9.8%
N	2346149	8.8%
	1881320	7.1%
C	1840251	6.9%
R	1611732	6.1%
O	1473811	5.5%
S	1383635	5.2%
D	1077333	4.1%
Other values (52)	5668780	21.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	26578166	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
I	3645371	13.7%
A	3051354	11.5%
E	2598430	9.8%
N	2346149	8.8%
	1881320	7.1%
C	1840251	6.9%
R	1611732	6.1%
O	1473811	5.5%
S	1383635	5.2%
D	1077333	4.1%
Other values (52)	5668780	21.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	26578166	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
I	3645371	13.7%
A	3051354	11.5%
E	2598430	9.8%
N	2346149	8.8%
	1881320	7.1%
C	1840251	6.9%
R	1611732	6.1%
O	1473811	5.5%
S	1383635	5.2%
D	1077333	4.1%
Other values (52)	5668780	21.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	26578166	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
I	3645371	13.7%
A	3051354	11.5%
E	2598430	9.8%
N	2346149	8.8%
	1881320	7.1%
C	1840251	6.9%
R	1611732	6.1%
O	1473811	5.5%
S	1383635	5.2%
D	1077333	4.1%
Other values (52)	5668780	21.3%

ESTU_PRGM_DEPARTAMENTO
Categorical

High correlation

Distinct	31
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	90.2 MiB

BOGOTÁ	492741
ANTIOQUIA	145737
VALLE	78407
ATLANTICO	72823
SANTANDER	49677
Other values (26)	378097

Length

Max length	15
Median length	12
Mean length	7.1213217
Min length	4

Characters and Unicode

Total characters	8670081
Distinct characters	25
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	BOGOTÁ
2nd row	VALLE
3rd row	BOGOTÁ
4th row	SANTANDER
5th row	QUINDIO

Common Values

Value	Count	Frequency (%)
BOGOTÁ	492741	40.5%
ANTIOQUIA	145737	12.0%
VALLE	78407	6.4%
ATLANTICO	72823	6.0%
SANTANDER	49677	4.1%
NORTE SANTANDER	39602	3.3%
BOLIVAR	37019	3.0%
BOYACA	25370	2.1%
CUNDINAMARCA	24593	2.0%
NARIÑO	23641	1.9%
Other values (21)	227872	18.7%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
bogotá	492741	38.9%
antioquia	145737	11.5%
santander	89279	7.1%
valle	78407	6.2%
atlantico	72823	5.8%
norte	39602	3.1%
bolivar	37019	2.9%
boyaca	25370	2.0%
cundinamarca	24593	1.9%
nariño	23641	1.9%
Other values (23)	236825	18.7%

Most occurring characters

Value	Count	Frequency (%)
O	1428089	16.5%
A	1218018	14.0%
T	954554	11.0%
B	577314	6.7%
I	548828	6.3%
N	543960	6.3%
G	518375	6.0%
Á	492741	5.7%
L	374000	4.3%
R	324568	3.7%
Other values (15)	1689634	19.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	8670081	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
O	1428089	16.5%
A	1218018	14.0%
T	954554	11.0%
B	577314	6.7%
I	548828	6.3%
N	543960	6.3%
G	518375	6.0%
Á	492741	5.7%
L	374000	4.3%
R	324568	3.7%
Other values (15)	1689634	19.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	8670081	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
O	1428089	16.5%
A	1218018	14.0%
T	954554	11.0%
B	577314	6.7%
I	548828	6.3%
N	543960	6.3%
G	518375	6.0%
Á	492741	5.7%
L	374000	4.3%
R	324568	3.7%
Other values (15)	1689634	19.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	8670081	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
O	1428089	16.5%
A	1218018	14.0%
T	954554	11.0%
B	577314	6.7%
I	548828	6.3%
N	543960	6.3%
G	518375	6.0%
Á	492741	5.7%
L	374000	4.3%
R	324568	3.7%
Other values (15)	1689634	19.5%

ESTU_PRGM_CODMUNICIPIO
Real number (ℝ)

High correlation

Distinct	163
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	25422.939

Minimum	5001
Maximum	97001
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	9.3 MiB

Quantile statistics

Minimum	5001
5-th percentile	5001
Q1	11001
median	11001
Q3	44001
95-th percentile	76001
Maximum	97001
Range	92000
Interquartile range (IQR)	33000

Descriptive statistics

Standard deviation	24294.768
Coefficient of variation (CV)	0.95562389
Kurtosis	-0.36156598
Mean	25422.939
Median Absolute Deviation (MAD)	4000
Skewness	1.13993
Sum	3.0951971 × 10¹⁰
Variance	5.9023575 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
11001	492741	40.5%
5001	122299	10.0%
8001	71745	5.9%
76001	62747	5.2%
68001	41766	3.4%
13001	36967	3.0%
52001	22491	1.8%
23001	22096	1.8%
66001	21566	1.8%
17001	20253	1.7%
Other values (153)	302811	24.9%

Value	Count	Frequency (%)
5001	122299	10.0%
5031	138	< 0.1%
5034	443	< 0.1%
5042	86	< 0.1%
5045	1165	0.1%
5059	5	< 0.1%
5088	4126	0.3%
5129	1075	0.1%
5147	181	< 0.1%
5148	1094	0.1%

Value	Count	Frequency (%)
97001	21	< 0.1%
95001	44	< 0.1%
91263	1	< 0.1%
91001	65	< 0.1%
88001	14	< 0.1%
86749	286	< 0.1%
86568	19	< 0.1%
86001	1127	0.1%
85010	86	< 0.1%
85001	3140	0.3%

ESTU_PRGM_MUNICIPIO
Text

Distinct	160
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	102.3 MiB

Length

Max length	27
Median length	22
Mean length	9.6180724
Min length	4

Characters and Unicode

Total characters	11709830
Distinct characters	32
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	11 ?
Unique (%)	< 0.1%

Sample

1st row	BOGOTÁ D.C.
2nd row	TULUÁ
3rd row	BOGOTÁ D.C.
4th row	BARRANCABERMEJA
5th row	ARMENIA

Value	Count	Frequency (%)
bogotá	492741	26.9%
d.c	492741	26.9%
medellín	122299	6.7%
barranquilla	71745	3.9%
cali	62747	3.4%
de	46182	2.5%
bucaramanga	41766	2.3%
cartagena	36967	2.0%
indias	36967	2.0%
pasto	22491	1.2%
Other values (170)	403210	22.0%

Most occurring characters

Value	Count	Frequency (%)
O	1167621	10.0%
A	1150251	9.8%
.	985482	8.4%
C	770786	6.6%
D	740453	6.3%
T	676821	5.8%
B	658004	5.6%
G	616957	5.3%
	612374	5.2%
L	609616	5.2%
Other values (22)	3721465	31.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	11709830	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
O	1167621	10.0%
A	1150251	9.8%
.	985482	8.4%
C	770786	6.6%
D	740453	6.3%
T	676821	5.8%
B	658004	5.6%
G	616957	5.3%
	612374	5.2%
L	609616	5.2%
Other values (22)	3721465	31.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	11709830	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
O	1167621	10.0%
A	1150251	9.8%
.	985482	8.4%
C	770786	6.6%
D	740453	6.3%
T	676821	5.8%
B	658004	5.6%
G	616957	5.3%
	612374	5.2%
L	609616	5.2%
Other values (22)	3721465	31.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	11709830	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
O	1167621	10.0%
A	1150251	9.8%
.	985482	8.4%
C	770786	6.6%
D	740453	6.3%
T	676821	5.8%
B	658004	5.6%
G	616957	5.3%
	612374	5.2%
L	609616	5.2%
Other values (22)	3721465	31.8%

ESTU_NIVEL_PRGM_ACADEMICO
Categorical

Constant

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	81.3 MiB

UNIVERSITARIO	1217482

Length

Max length	13
Median length	13
Mean length	13
Min length	13

Characters and Unicode

Total characters	15827266
Distinct characters	10
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	UNIVERSITARIO
2nd row	UNIVERSITARIO
3rd row	UNIVERSITARIO
4th row	UNIVERSITARIO
5th row	UNIVERSITARIO

Common Values

Value	Count	Frequency (%)
UNIVERSITARIO	1217482	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
universitario	1217482	100.0%

Most occurring characters

Value	Count	Frequency (%)
I	3652446	23.1%
R	2434964	15.4%
N	1217482	7.7%
U	1217482	7.7%
V	1217482	7.7%
E	1217482	7.7%
S	1217482	7.7%
T	1217482	7.7%
A	1217482	7.7%
O	1217482	7.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	15827266	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
I	3652446	23.1%
R	2434964	15.4%
N	1217482	7.7%
U	1217482	7.7%
V	1217482	7.7%
E	1217482	7.7%
S	1217482	7.7%
T	1217482	7.7%
A	1217482	7.7%
O	1217482	7.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	15827266	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
I	3652446	23.1%
R	2434964	15.4%
N	1217482	7.7%
U	1217482	7.7%
V	1217482	7.7%
E	1217482	7.7%
S	1217482	7.7%
T	1217482	7.7%
A	1217482	7.7%
O	1217482	7.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	15827266	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
I	3652446	23.1%
R	2434964	15.4%
N	1217482	7.7%
U	1217482	7.7%
V	1217482	7.7%
E	1217482	7.7%
S	1217482	7.7%
T	1217482	7.7%
A	1217482	7.7%
O	1217482	7.7%

ESTU_METODO_PRGM
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	78.1 MiB

PRESENCIAL	950741
DISTANCIA	189581
DISTANCIA VITUAL	77160

Length

Max length	16
Median length	10
Mean length	10.224545
Min length	9

Characters and Unicode

Total characters	12448199
Distinct characters	14
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	PRESENCIAL
2nd row	PRESENCIAL
3rd row	DISTANCIA
4th row	PRESENCIAL
5th row	DISTANCIA VITUAL

Common Values

Value	Count	Frequency (%)
PRESENCIAL	950741	78.1%
DISTANCIA	189581	15.6%
DISTANCIA VITUAL	77160	6.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
presencial	950741	73.4%
distancia	266741	20.6%
vitual	77160	6.0%

Most occurring characters

Value	Count	Frequency (%)
E	1901482	15.3%
I	1561383	12.5%
A	1561383	12.5%
C	1217482	9.8%
N	1217482	9.8%
S	1217482	9.8%
L	1027901	8.3%
R	950741	7.6%
P	950741	7.6%
T	343901	2.8%
Other values (4)	498221	4.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	12448199	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
E	1901482	15.3%
I	1561383	12.5%
A	1561383	12.5%
C	1217482	9.8%
N	1217482	9.8%
S	1217482	9.8%
L	1027901	8.3%
R	950741	7.6%
P	950741	7.6%
T	343901	2.8%
Other values (4)	498221	4.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	12448199	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
E	1901482	15.3%
I	1561383	12.5%
A	1561383	12.5%
C	1217482	9.8%
N	1217482	9.8%
S	1217482	9.8%
L	1027901	8.3%
R	950741	7.6%
P	950741	7.6%
T	343901	2.8%
Other values (4)	498221	4.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	12448199	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
E	1901482	15.3%
I	1561383	12.5%
A	1561383	12.5%
C	1217482	9.8%
N	1217482	9.8%
S	1217482	9.8%
L	1027901	8.3%
R	950741	7.6%
P	950741	7.6%
T	343901	2.8%
Other values (4)	498221	4.0%

ESTU_VALORMATRICULAUNIVERSIDAD
Categorical

Distinct	8
Distinct (%)	< 0.1%
Missing	12065
Missing (%)	1.0%
Memory size	139.6 MiB

Entre 1 millón y menos de 2.5 millones	350406
Entre 2.5 millones y menos de 4 millones	220554
Menos de 500 mil	138782
Entre 500 mil y menos de 1 millón	129353
Entre 4 millones y menos de 5.5 millones	124018
Other values (3)	242304

Length

Max length	40
Median length	38
Mean length	32.582378
Min length	16

Characters and Unicode

Total characters	39275352
Distinct characters	30
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Entre 2.5 millones y menos de 4 millones
2nd row	Menos de 500 mil
3rd row	Entre 1 millón y menos de 2.5 millones
4th row	Entre 500 mil y menos de 1 millón
5th row	Entre 500 mil y menos de 1 millón

Common Values

Value	Count	Frequency (%)
Entre 1 millón y menos de 2.5 millones	350406	28.8%
Entre 2.5 millones y menos de 4 millones	220554	18.1%
Menos de 500 mil	138782	11.4%
Entre 500 mil y menos de 1 millón	129353	10.6%
Entre 4 millones y menos de 5.5 millones	124018	10.2%
Más de 7 millones	123036	10.1%
Entre 5.5 millones y menos de 7 millones	68205	5.6%
No pagó matrícula	51063	4.2%
(Missing)	12065	1.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
millones	1298996	15.6%
de	1154354	13.8%
menos	1031318	12.4%
entre	892536	10.7%
y	892536	10.7%
2.5	570960	6.8%
millón	479759	5.8%
1	479759	5.8%
4	344572	4.1%
500	268135	3.2%
Other values (7)	927824	11.1%

Most occurring characters

Value	Count	Frequency (%)
	7135332	18.2%
e	4377204	11.1%
l	3876708	9.9%
n	3702609	9.4%
m	2990489	7.6%
s	2453350	6.2%
o	2381377	6.1%
i	2046890	5.2%
5	1223541	3.1%
d	1154354	2.9%
Other values (20)	7933498	20.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	39275352	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	7135332	18.2%
e	4377204	11.1%
l	3876708	9.9%
n	3702609	9.4%
m	2990489	7.6%
s	2453350	6.2%
o	2381377	6.1%
i	2046890	5.2%
5	1223541	3.1%
d	1154354	2.9%
Other values (20)	7933498	20.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	39275352	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	7135332	18.2%
e	4377204	11.1%
l	3876708	9.9%
n	3702609	9.4%
m	2990489	7.6%
s	2453350	6.2%
o	2381377	6.1%
i	2046890	5.2%
5	1223541	3.1%
d	1154354	2.9%
Other values (20)	7933498	20.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	39275352	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	7135332	18.2%
e	4377204	11.1%
l	3876708	9.9%
n	3702609	9.4%
m	2990489	7.6%
s	2453350	6.2%
o	2381377	6.1%
i	2046890	5.2%
5	1223541	3.1%
d	1154354	2.9%
Other values (20)	7933498	20.2%

ESTU_DEPTO_PRESENTACION
Text

Distinct	74
Distinct (%)	< 0.1%
Missing	104
Missing (%)	< 0.1%
Memory size	97.0 MiB

Length

Max length	23
Median length	6
Mean length	6.7202225
Min length	4

Characters and Unicode

Total characters	8181051
Distinct characters	29
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	BOGOTÁ
2nd row	VALLE
3rd row	TOLIMA
4th row	SANTANDER
5th row	BOGOTÁ

Value	Count	Frequency (%)
bogotá	737228	59.1%
antioquia	73041	5.9%
santander	54240	4.3%
valle	49682	4.0%
atlantico	42522	3.4%
cundinamarca	33113	2.7%
norte	22671	1.8%
bolivar	21998	1.8%
cordoba	17748	1.4%
boyaca	16956	1.4%
Other values (80)	178438	14.3%

Most occurring characters

Value	Count	Frequency (%)
O	1744881	21.3%
T	1009068	12.3%
A	811457	9.9%
B	794230	9.7%
G	754496	9.2%
Á	737238	9.0%
N	353263	4.3%
I	329461	4.0%
L	239122	2.9%
C	229970	2.8%
Other values (19)	1177865	14.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	8181051	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
O	1744881	21.3%
T	1009068	12.3%
A	811457	9.9%
B	794230	9.7%
G	754496	9.2%
Á	737238	9.0%
N	353263	4.3%
I	329461	4.0%
L	239122	2.9%
C	229970	2.8%
Other values (19)	1177865	14.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	8181051	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
O	1744881	21.3%
T	1009068	12.3%
A	811457	9.9%
B	794230	9.7%
G	754496	9.2%
Á	737238	9.0%
N	353263	4.3%
I	329461	4.0%
L	239122	2.9%
C	229970	2.8%
Other values (19)	1177865	14.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	8181051	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
O	1744881	21.3%
T	1009068	12.3%
A	811457	9.9%
B	794230	9.7%
G	754496	9.2%
Á	737238	9.0%
N	353263	4.3%
I	329461	4.0%
L	239122	2.9%
C	229970	2.8%
Other values (19)	1177865	14.4%

ESTU_COD_MCPIO_PRESENTACION
Real number (ℝ)

High correlation

Distinct	165
Distinct (%)	< 0.1%
Missing	104
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	21160.515

Minimum	1
Maximum	99001
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	9.3 MiB

Quantile statistics

Minimum	1
5-th percentile	5360
Q1	11001
median	11001
Q3	19001
95-th percentile	73268
Maximum	99001
Range	99000
Interquartile range (IQR)	8000

Descriptive statistics

Standard deviation	21098.584
Coefficient of variation (CV)	0.99707324
Kurtosis	1.5758812
Mean	21160.515
Median Absolute Deviation (MAD)	0
Skewness	1.7599896
Sum	2.5760346 × 10¹⁰
Variance	4.4515023 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
11001	737228	60.6%
5001	43693	3.6%
8001	38913	3.2%
76001	33457	2.7%
68001	22264	1.8%
13001	20343	1.7%
23001	16204	1.3%
54001	14847	1.2%
73001	14331	1.2%
52001	13699	1.1%
Other values (155)	262399	21.6%

Value	Count	Frequency (%)
1	75	< 0.1%
2	43	< 0.1%
3	75	< 0.1%
4	53	< 0.1%
5	9	< 0.1%
6	123	< 0.1%
7	41	< 0.1%
8	10	< 0.1%
9	81	< 0.1%
10	6	< 0.1%

Value	Count	Frequency (%)
99001	158	< 0.1%
97001	177	< 0.1%
95001	490	< 0.1%
94001	119	< 0.1%
91001	262	< 0.1%
88001	447	< 0.1%
86749	310	< 0.1%
86568	447	< 0.1%
86320	252	< 0.1%
86001	1445	0.1%

ESTU_MCPIO_PRESENTACION
Text

Distinct	164
Distinct (%)	< 0.1%
Missing	104
Missing (%)	< 0.1%
Memory size	108.7 MiB

Length

Max length	23
Median length	11
Mean length	10.034583
Min length	4

Characters and Unicode

Total characters	12215881
Distinct characters	35
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	4 ?
Unique (%)	< 0.1%

Sample

1st row	BOGOTÁ D.C.
2nd row	TULUÁ
3rd row	IBAGUÉ
4th row	BARRANCABERMEJA
5th row	BOGOTÁ D.C.

Value	Count	Frequency (%)
bogotá	737228	36.3%
d.c	737228	36.3%
medellín	43693	2.2%
barranquilla	38913	1.9%
cali	33457	1.6%
de	27229	1.3%
bucaramanga	22264	1.1%
cartagena	20343	1.0%
indias	20343	1.0%
montería	16204	0.8%
Other values (184)	334335	16.5%

Most occurring characters

Value	Count	Frequency (%)
O	1630242	13.3%
.	1474456	12.1%
C	934520	7.7%
D	878719	7.2%
T	876574	7.2%
B	846420	6.9%
G	830180	6.8%
	813859	6.7%
A	770825	6.3%
Á	765926	6.3%
Other values (25)	2394160	19.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	12215881	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
O	1630242	13.3%
.	1474456	12.1%
C	934520	7.7%
D	878719	7.2%
T	876574	7.2%
B	846420	6.9%
G	830180	6.8%
	813859	6.7%
A	770825	6.3%
Á	765926	6.3%
Other values (25)	2394160	19.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	12215881	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
O	1630242	13.3%
.	1474456	12.1%
C	934520	7.7%
D	878719	7.2%
T	876574	7.2%
B	846420	6.9%
G	830180	6.8%
	813859	6.7%
A	770825	6.3%
Á	765926	6.3%
Other values (25)	2394160	19.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	12215881	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
O	1630242	13.3%
.	1474456	12.1%
C	934520	7.7%
D	878719	7.2%
T	876574	7.2%
B	846420	6.9%
G	830180	6.8%
	813859	6.7%
A	770825	6.3%
Á	765926	6.3%
Other values (25)	2394160	19.6%

ESTU_PAGOMATRICULABECA
Categorical

Missing

Distinct	2
Distinct (%)	< 0.1%
Missing	12550
Missing (%)	1.0%
Memory size	68.6 MiB

No	949842
Si	255090

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	2409864
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	No
2nd row	No
3rd row	No
4th row	No
5th row	No

Common Values

Value	Count	Frequency (%)
No	949842	78.0%
Si	255090	21.0%
(Missing)	12550	1.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
no	949842	78.8%
si	255090	21.2%

Most occurring characters

Value	Count	Frequency (%)
N	949842	39.4%
o	949842	39.4%
S	255090	10.6%
i	255090	10.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2409864	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
N	949842	39.4%
o	949842	39.4%
S	255090	10.6%
i	255090	10.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2409864	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
N	949842	39.4%
o	949842	39.4%
S	255090	10.6%
i	255090	10.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2409864	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
N	949842	39.4%
o	949842	39.4%
S	255090	10.6%
i	255090	10.6%

ESTU_PAGOMATRICULACREDITO
Categorical

Missing

Distinct	2
Distinct (%)	< 0.1%
Missing	12470
Missing (%)	1.0%
Memory size	68.6 MiB

No	822939
Si	382073

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	2410024
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	No
2nd row	No
3rd row	No
4th row	No
5th row	No

Common Values

Value	Count	Frequency (%)
No	822939	67.6%
Si	382073	31.4%
(Missing)	12470	1.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
no	822939	68.3%
si	382073	31.7%

Most occurring characters

Value	Count	Frequency (%)
N	822939	34.1%
o	822939	34.1%
S	382073	15.9%
i	382073	15.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2410024	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
N	822939	34.1%
o	822939	34.1%
S	382073	15.9%
i	382073	15.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2410024	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
N	822939	34.1%
o	822939	34.1%
S	382073	15.9%
i	382073	15.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2410024	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
N	822939	34.1%
o	822939	34.1%
S	382073	15.9%
i	382073	15.9%

ESTU_HORASSEMANATRABAJA
Categorical

Missing

Distinct	5
Distinct (%)	< 0.1%
Missing	55467
Missing (%)	4.6%
Memory size	99.4 MiB

Más de 30 horas	440286
Entre 11 y 20 horas	203402
0	200324
Entre 21 y 30 horas	160740
Menos de 10 horas	157263

Length

Max length	19
Median length	17
Mean length	14.110647
Min length	1

Characters and Unicode

Total characters	16396783
Distinct characters	18
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Entre 11 y 20 horas
2nd row	Entre 21 y 30 horas
3rd row	Más de 30 horas
4th row	0
5th row	Entre 21 y 30 horas

Common Values

Value	Count	Frequency (%)
Más de 30 horas	440286	36.2%
Entre 11 y 20 horas	203402	16.7%
0	200324	16.5%
Entre 21 y 30 horas	160740	13.2%
Menos de 10 horas	157263	12.9%
(Missing)	55467	4.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
horas	961691	21.8%
30	601026	13.6%
de	597549	13.5%
más	440286	10.0%
entre	364142	8.3%
y	364142	8.3%
11	203402	4.6%
20	203402	4.6%
0	200324	4.5%
21	160740	3.6%
Other values (2)	314526	7.1%

Most occurring characters

Value	Count	Frequency (%)
	3249215	19.8%
s	1559240	9.5%
r	1325833	8.1%
0	1162015	7.1%
o	1118954	6.8%
e	1118954	6.8%
a	961691	5.9%
h	961691	5.9%
1	724807	4.4%
3	601026	3.7%
Other values (8)	3613357	22.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	16396783	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	3249215	19.8%
s	1559240	9.5%
r	1325833	8.1%
0	1162015	7.1%
o	1118954	6.8%
e	1118954	6.8%
a	961691	5.9%
h	961691	5.9%
1	724807	4.4%
3	601026	3.7%
Other values (8)	3613357	22.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	16396783	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	3249215	19.8%
s	1559240	9.5%
r	1325833	8.1%
0	1162015	7.1%
o	1118954	6.8%
e	1118954	6.8%
a	961691	5.9%
h	961691	5.9%
1	724807	4.4%
3	601026	3.7%
Other values (8)	3613357	22.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	16396783	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	3249215	19.8%
s	1559240	9.5%
r	1325833	8.1%
0	1162015	7.1%
o	1118954	6.8%
e	1118954	6.8%
a	961691	5.9%
h	961691	5.9%
1	724807	4.4%
3	601026	3.7%
Other values (8)	3613357	22.0%

ESTU_SNIES_PRGMACADEMICO
Real number (ℝ)

Distinct	4583
Distinct (%)	0.4%
Missing	2
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	39264.937

Minimum	1
Maximum	110832
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	9.3 MiB

Quantile statistics

Minimum	1
5-th percentile	584
Q1	2995
median	15770
Q3	90834
95-th percentile	104545
Maximum	110832
Range	110831
Interquartile range (IQR)	87839

Descriptive statistics

Standard deviation	40653.837
Coefficient of variation (CV)	1.0353725
Kurtosis	-1.3674693
Mean	39264.937
Median Absolute Deviation (MAD)	14900
Skewness	0.57077273
Sum	4.7804276 × 10¹⁰
Variance	1.6527345 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
91236	17375	1.4%
90399	14442	1.2%
91141	14083	1.2%
91237	12120	1.0%
91334	9446	0.8%
1697	9234	0.8%
103186	8792	0.7%
3274	8231	0.7%
90962	6930	0.6%
101389	6409	0.5%
Other values (4573)	1110418	91.2%

Value	Count	Frequency (%)
1	319	< 0.1%
2	315	< 0.1%
3	183	< 0.1%
4	194	< 0.1%
5	288	< 0.1%
6	147	< 0.1%
7	390	< 0.1%
8	147	< 0.1%
9	984	0.1%
10	305	< 0.1%

Value	Count	Frequency (%)
110832	1	< 0.1%
110771	4	< 0.1%
110700	7	< 0.1%
110698	3	< 0.1%
110359	1	< 0.1%
110357	8	< 0.1%
110354	1	< 0.1%
110286	3	< 0.1%
110279	1	< 0.1%
110234	1216	0.1%

ESTU_PRIVADO_LIBERTAD
Categorical

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	67.3 MiB

N	1217416
S	66

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	1217482
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	N
2nd row	N
3rd row	N
4th row	N
5th row	N

Common Values

Value	Count	Frequency (%)
N	1217416	> 99.9%
S	66	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
n	1217416	> 99.9%
s	66	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
N	1217416	> 99.9%
S	66	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1217482	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
N	1217416	> 99.9%
S	66	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1217482	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
N	1217416	> 99.9%
S	66	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1217482	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
N	1217416	> 99.9%
S	66	< 0.1%

ESTU_NACIONALIDAD
Text

Distinct	86
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	75.5 MiB

Length

Max length	40
Median length	8
Mean length	8.0003926
Min length	4

Characters and Unicode

Total characters	9740334
Distinct characters	33
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	22 ?
Unique (%)	< 0.1%

Sample

1st row	COLOMBIA
2nd row	COLOMBIA
3rd row	COLOMBIA
4th row	COLOMBIA
5th row	COLOMBIA

Value	Count	Frequency (%)
colombia	1215091	99.8%
venezuela	885	0.1%
perú	182	< 0.1%
ecuador	170	< 0.1%
francia	138	< 0.1%
estados	113	< 0.1%
unidos	111	< 0.1%
panamá	86	< 0.1%
méxico	71	< 0.1%
alemania	67	< 0.1%
Other values (99)	903	0.1%

Most occurring characters

Value	Count	Frequency (%)
O	2430962	25.0%
A	1217971	12.5%
L	1216383	12.5%
I	1216017	12.5%
C	1215777	12.5%
M	1215406	12.5%
B	1215266	12.5%
E	3574	< 0.1%
N	1585	< 0.1%
U	1355	< 0.1%
Other values (23)	6038	0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	9740334	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
O	2430962	25.0%
A	1217971	12.5%
L	1216383	12.5%
I	1216017	12.5%
C	1215777	12.5%
M	1215406	12.5%
B	1215266	12.5%
E	3574	< 0.1%
N	1585	< 0.1%
U	1355	< 0.1%
Other values (23)	6038	0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	9740334	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
O	2430962	25.0%
A	1217971	12.5%
L	1216383	12.5%
I	1216017	12.5%
C	1215777	12.5%
M	1215406	12.5%
B	1215266	12.5%
E	3574	< 0.1%
N	1585	< 0.1%
U	1355	< 0.1%
Other values (23)	6038	0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	9740334	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
O	2430962	25.0%
A	1217971	12.5%
L	1216383	12.5%
I	1216017	12.5%
C	1215777	12.5%
M	1215406	12.5%
B	1215266	12.5%
E	3574	< 0.1%
N	1585	< 0.1%
U	1355	< 0.1%
Other values (23)	6038	0.1%

ESTU_ESTUDIANTE
Categorical

Constant

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	77.8 MiB

ESTUDIANTE	1217482

Length

Max length	10
Median length	10
Mean length	10
Min length	10

Characters and Unicode

Total characters	12174820
Distinct characters	8
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	ESTUDIANTE
2nd row	ESTUDIANTE
3rd row	ESTUDIANTE
4th row	ESTUDIANTE
5th row	ESTUDIANTE

Common Values

Value	Count	Frequency (%)
ESTUDIANTE	1217482	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
estudiante	1217482	100.0%

Most occurring characters

Value	Count	Frequency (%)
E	2434964	20.0%
T	2434964	20.0%
S	1217482	10.0%
U	1217482	10.0%
D	1217482	10.0%
I	1217482	10.0%
A	1217482	10.0%
N	1217482	10.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	12174820	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
E	2434964	20.0%
T	2434964	20.0%
S	1217482	10.0%
U	1217482	10.0%
D	1217482	10.0%
I	1217482	10.0%
A	1217482	10.0%
N	1217482	10.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	12174820	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
E	2434964	20.0%
T	2434964	20.0%
S	1217482	10.0%
U	1217482	10.0%
D	1217482	10.0%
I	1217482	10.0%
A	1217482	10.0%
N	1217482	10.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	12174820	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
E	2434964	20.0%
T	2434964	20.0%
S	1217482	10.0%
U	1217482	10.0%
D	1217482	10.0%
I	1217482	10.0%
A	1217482	10.0%
N	1217482	10.0%

ESTU_GENERO
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	119
Missing (%)	< 0.1%
Memory size	67.3 MiB

F	718715
M	498648

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	1217363
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	F
2nd row	M
3rd row	M
4th row	M
5th row	F

Common Values

Value	Count	Frequency (%)
F	718715	59.0%
M	498648	41.0%
(Missing)	119	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
f	718715	59.0%
m	498648	41.0%

Most occurring characters

Value	Count	Frequency (%)
F	718715	59.0%
M	498648	41.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1217363	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
F	718715	59.0%
M	498648	41.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1217363	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
F	718715	59.0%
M	498648	41.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1217363	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
F	718715	59.0%
M	498648	41.0%

ESTU_COLE_TERMINO
Text

Missing

Distinct	26388
Distinct (%)	3.1%
Missing	375648
Missing (%)	30.9%
Memory size	84.2 MiB

Length

Max length	100
Median length	82
Mean length	27.030837
Min length	1

Characters and Unicode

Total characters	22755478
Distinct characters	80
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	4328 ?
Unique (%)	0.5%

Sample

1st row	SEDE 1 GERMAN PARDO
2nd row	INSTITUTO TECNICO INDUSTRIAL
3rd row	CENT EDUC DIST NUEVA CONSTITUCION
4th row	INSTITUCION EDUCATIVA NORMAL SUPERIOR DE SINCELEJO
5th row	COLEGIO AMERICANO DE BOGOTA

Value	Count	Frequency (%)
de	160191	4.6%
sede	148430	4.3%
educativa	129266	3.7%
	117957	3.4%
principal	113449	3.3%
colegio	108208	3.1%
col	105744	3.0%
institucion	99946	2.9%
san	52643	1.5%
educ	52436	1.5%
Other values (20999)	2385428	68.7%

Most occurring characters

Value	Count	Frequency (%)
	2658869	11.7%
A	2174974	9.6%
I	2094512	9.2%
E	1984351	8.7%
O	1575060	6.9%
N	1392166	6.1%
C	1309834	5.8%
S	1162029	5.1%
T	1146835	5.0%
L	1118386	4.9%
Other values (70)	6138462	27.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	22755478	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	2658869	11.7%
A	2174974	9.6%
I	2094512	9.2%
E	1984351	8.7%
O	1575060	6.9%
N	1392166	6.1%
C	1309834	5.8%
S	1162029	5.1%
T	1146835	5.0%
L	1118386	4.9%
Other values (70)	6138462	27.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	22755478	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	2658869	11.7%
A	2174974	9.6%
I	2094512	9.2%
E	1984351	8.7%
O	1575060	6.9%
N	1392166	6.1%
C	1309834	5.8%
S	1162029	5.1%
T	1146835	5.0%
L	1118386	4.9%
Other values (70)	6138462	27.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	22755478	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	2658869	11.7%
A	2174974	9.6%
I	2094512	9.2%
E	1984351	8.7%
O	1575060	6.9%
N	1392166	6.1%
C	1309834	5.8%
S	1162029	5.1%
T	1146835	5.0%
L	1118386	4.9%
Other values (70)	6138462	27.0%

ESTU_PAGOMATRICULAPADRES
Categorical

Missing

Distinct	2
Distinct (%)	< 0.1%
Missing	12352
Missing (%)	1.0%
Memory size	68.6 MiB

No	602833
Si	602297

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	2410260
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Si
2nd row	Si
3rd row	No
4th row	Si
5th row	No

Common Values

Value	Count	Frequency (%)
No	602833	49.5%
Si	602297	49.5%
(Missing)	12352	1.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
no	602833	50.0%
si	602297	50.0%

Most occurring characters

Value	Count	Frequency (%)
N	602833	25.0%
o	602833	25.0%
S	602297	25.0%
i	602297	25.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2410260	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
N	602833	25.0%
o	602833	25.0%
S	602297	25.0%
i	602297	25.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2410260	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
N	602833	25.0%
o	602833	25.0%
S	602297	25.0%
i	602297	25.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2410260	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
N	602833	25.0%
o	602833	25.0%
S	602297	25.0%
i	602297	25.0%

ESTU_ESTADOINVESTIGACION
Categorical

Imbalance

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	75.6 MiB

PUBLICAR	1215129
PRESENTE CON LECTURA TARDIA	1313
VALIDEZ OFICINA JURÍDICA	789
NO SE COMPROBO IDENTIDAD DEL EXAMINADO	251

Length

Max length	38
Median length	8
Mean length	8.0370445
Min length	8

Characters and Unicode

Total characters	9784957
Distinct characters	22
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	PUBLICAR
2nd row	PUBLICAR
3rd row	PUBLICAR
4th row	PUBLICAR
5th row	PUBLICAR

Common Values

Value	Count	Frequency (%)
PUBLICAR	1215129	99.8%
PRESENTE CON LECTURA TARDIA	1313	0.1%
VALIDEZ OFICINA JURÍDICA	789	0.1%
NO SE COMPROBO IDENTIDAD DEL EXAMINADO	251	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
publicar	1215129	99.3%
presente	1313	0.1%
con	1313	0.1%
lectura	1313	0.1%
tardia	1313	0.1%
validez	789	0.1%
oficina	789	0.1%
jurídica	789	0.1%
no	251	< 0.1%
se	251	< 0.1%
Other values (4)	1004	0.1%

Most occurring characters

Value	Count	Frequency (%)
A	1222188	12.5%
I	1220351	12.5%
R	1220108	12.5%
C	1219584	12.5%
L	1217482	12.4%
U	1217231	12.4%
P	1216693	12.4%
B	1215380	12.4%
E	7045	0.1%
	6772	0.1%
Other values (12)	22123	0.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	9784957	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
A	1222188	12.5%
I	1220351	12.5%
R	1220108	12.5%
C	1219584	12.5%
L	1217482	12.4%
U	1217231	12.4%
P	1216693	12.4%
B	1215380	12.4%
E	7045	0.1%
	6772	0.1%
Other values (12)	22123	0.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	9784957	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
A	1222188	12.5%
I	1220351	12.5%
R	1220108	12.5%
C	1219584	12.5%
L	1217482	12.4%
U	1217231	12.4%
P	1216693	12.4%
B	1215380	12.4%
E	7045	0.1%
	6772	0.1%
Other values (12)	22123	0.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	9784957	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
A	1222188	12.5%
I	1220351	12.5%
R	1220108	12.5%
C	1219584	12.5%
L	1217482	12.4%
U	1217231	12.4%
P	1216693	12.4%
B	1215380	12.4%
E	7045	0.1%
	6772	0.1%
Other values (12)	22123	0.2%

ESTU_FECHANACIMIENTO
Text

Distinct	16943
Distinct (%)	1.4%
Missing	1
Missing (%)	< 0.1%
Memory size	77.8 MiB

Length

Max length	10
Median length	10
Mean length	10
Min length	10

Characters and Unicode

Total characters	12174810
Distinct characters	11
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2194 ?
Unique (%)	0.2%

Sample

1st row	18/09/1997
2nd row	24/07/1995
3rd row	18/03/1994
4th row	29/06/1997
5th row	23/09/1987

Value	Count	Frequency (%)
17/09/1997	520	< 0.1%
22/09/1997	488	< 0.1%
03/10/1997	487	< 0.1%
27/12/1996	479	< 0.1%
19/09/1997	478	< 0.1%
30/09/1997	477	< 0.1%
05/05/1997	477	< 0.1%
06/06/1997	477	< 0.1%
20/05/1997	476	< 0.1%
27/09/1997	476	< 0.1%
Other values (16933)	1212646	99.6%

Most occurring characters

Value	Count	Frequency (%)
/	2434962	20.0%
9	2353021	19.3%
1	2251528	18.5%
0	1831326	15.0%
2	893871	7.3%
8	568938	4.7%
7	442537	3.6%
6	382723	3.1%
3	356490	2.9%
5	345717	2.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	12174810	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
/	2434962	20.0%
9	2353021	19.3%
1	2251528	18.5%
0	1831326	15.0%
2	893871	7.3%
8	568938	4.7%
7	442537	3.6%
6	382723	3.1%
3	356490	2.9%
5	345717	2.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	12174810	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
/	2434962	20.0%
9	2353021	19.3%
1	2251528	18.5%
0	1831326	15.0%
2	893871	7.3%
8	568938	4.7%
7	442537	3.6%
6	382723	3.1%
3	356490	2.9%
5	345717	2.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	12174810	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
/	2434962	20.0%
9	2353021	19.3%
1	2251528	18.5%
0	1831326	15.0%
2	893871	7.3%
8	568938	4.7%
7	442537	3.6%
6	382723	3.1%
3	356490	2.9%
5	345717	2.8%

ESTU_PAGOMATRICULAPROPIO
Categorical

Missing

Distinct	2
Distinct (%)	< 0.1%
Missing	12416
Missing (%)	1.0%
Memory size	68.6 MiB

No	674944
Si	530122

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	2410132
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	No
2nd row	No
3rd row	Si
4th row	No
5th row	Si

Common Values

Value	Count	Frequency (%)
No	674944	55.4%
Si	530122	43.5%
(Missing)	12416	1.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
no	674944	56.0%
si	530122	44.0%

Most occurring characters

Value	Count	Frequency (%)
N	674944	28.0%
o	674944	28.0%
S	530122	22.0%
i	530122	22.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2410132	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
N	674944	28.0%
o	674944	28.0%
S	530122	22.0%
i	530122	22.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2410132	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
N	674944	28.0%
o	674944	28.0%
S	530122	22.0%
i	530122	22.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2410132	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
N	674944	28.0%
o	674944	28.0%
S	530122	22.0%
i	530122	22.0%

ESTU_TIPODOCUMENTOSB11
Categorical

Imbalance Missing

Distinct	6
Distinct (%)	< 0.1%
Missing	26035
Missing (%)	2.1%
Memory size	68.6 MiB

TI	827847
CC	342290
CR	19075
CE	1543
PE	589

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	2382894
Distinct characters	6
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	CC
2nd row	TI
3rd row	CC
4th row	TI
5th row	TI

Common Values

Value	Count	Frequency (%)
TI	827847	68.0%
CC	342290	28.1%
CR	19075	1.6%
CE	1543	0.1%
PE	589	< 0.1%
PC	103	< 0.1%
(Missing)	26035	2.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
ti	827847	69.5%
cc	342290	28.7%
cr	19075	1.6%
ce	1543	0.1%
pe	589	< 0.1%
pc	103	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
T	827847	34.7%
I	827847	34.7%
C	705301	29.6%
R	19075	0.8%
E	2132	0.1%
P	692	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2382894	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
T	827847	34.7%
I	827847	34.7%
C	705301	29.6%
R	19075	0.8%
E	2132	0.1%
P	692	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2382894	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
T	827847	34.7%
I	827847	34.7%
C	705301	29.6%
R	19075	0.8%
E	2132	0.1%
P	692	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2382894	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
T	827847	34.7%
I	827847	34.7%
C	705301	29.6%
R	19075	0.8%
E	2132	0.1%
P	692	< 0.1%

FAMI_EDUCACIONPADRE
Categorical

Missing

Distinct	12
Distinct (%)	< 0.1%
Missing	41222
Missing (%)	3.4%
Memory size	113.8 MiB

Secundaria (Bachillerato) completa	227061
Primaria incompleta	220650
Educación profesional completa	146361
Secundaria (Bachillerato) incompleta	123295
Técnica o tecnológica completa	112220
Other values (7)	346673

Length

Max length	36
Median length	32
Mean length	25.414726
Min length	7

Characters and Unicode

Total characters	29894326
Distinct characters	30
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Primaria completa
2nd row	Primaria incompleta
3rd row	No Aplica
4th row	Postgrado
5th row	Educación profesional completa

Common Values

Value	Count	Frequency (%)
Secundaria (Bachillerato) completa	227061	18.7%
Primaria incompleta	220650	18.1%
Educación profesional completa	146361	12.0%
Secundaria (Bachillerato) incompleta	123295	10.1%
Técnica o tecnológica completa	112220	9.2%
Primaria completa	98080	8.1%
Postgrado	78145	6.4%
Educación profesional incompleta	48714	4.0%
Técnica o tecnológica incompleta	38905	3.2%
Ninguno	37038	3.0%
Other values (2)	45791	3.8%
(Missing)	41222	3.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
completa	583722	18.9%
incompleta	431564	14.0%
secundaria	350356	11.4%
bachillerato	350356	11.4%
primaria	318730	10.3%
educación	195075	6.3%
profesional	195075	6.3%
técnica	151125	4.9%
o	151125	4.9%
tecnológica	151125	4.9%
Other values (5)	206765	6.7%

Most occurring characters

Value	Count	Frequency (%)
a	3870506	12.9%
c	2726436	9.1%
i	2514962	8.4%
o	2297161	7.7%
e	2092201	7.0%
l	2077986	7.0%
	1908758	6.4%
r	1611392	5.4%
t	1594912	5.3%
n	1548396	5.2%
Other values (20)	7651616	25.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	29894326	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
a	3870506	12.9%
c	2726436	9.1%
i	2514962	8.4%
o	2297161	7.7%
e	2092201	7.0%
l	2077986	7.0%
	1908758	6.4%
r	1611392	5.4%
t	1594912	5.3%
n	1548396	5.2%
Other values (20)	7651616	25.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	29894326	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
a	3870506	12.9%
c	2726436	9.1%
i	2514962	8.4%
o	2297161	7.7%
e	2092201	7.0%
l	2077986	7.0%
	1908758	6.4%
r	1611392	5.4%
t	1594912	5.3%
n	1548396	5.2%
Other values (20)	7651616	25.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	29894326	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
a	3870506	12.9%
c	2726436	9.1%
i	2514962	8.4%
o	2297161	7.7%
e	2092201	7.0%
l	2077986	7.0%
	1908758	6.4%
r	1611392	5.4%
t	1594912	5.3%
n	1548396	5.2%
Other values (20)	7651616	25.6%

FAMI_TIENEAUTOMOVIL
Categorical

Missing

Distinct	2
Distinct (%)	< 0.1%
Missing	76214
Missing (%)	6.3%
Memory size	68.9 MiB

No	730919
Si	410349

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	2282536
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Si
2nd row	No
3rd row	No
4th row	No
5th row	No

Common Values

Value	Count	Frequency (%)
No	730919	60.0%
Si	410349	33.7%
(Missing)	76214	6.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
no	730919	64.0%
si	410349	36.0%

Most occurring characters

Value	Count	Frequency (%)
N	730919	32.0%
o	730919	32.0%
S	410349	18.0%
i	410349	18.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2282536	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
N	730919	32.0%
o	730919	32.0%
S	410349	18.0%
i	410349	18.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2282536	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
N	730919	32.0%
o	730919	32.0%
S	410349	18.0%
i	410349	18.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2282536	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
N	730919	32.0%
o	730919	32.0%
S	410349	18.0%
i	410349	18.0%

FAMI_TIENELAVADORA
Categorical

Missing

Distinct	2
Distinct (%)	< 0.1%
Missing	67718
Missing (%)	5.6%
Memory size	68.8 MiB

Si	989258
No	160506

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	2299528
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Si
2nd row	Si
3rd row	Si
4th row	Si
5th row	Si

Common Values

Value	Count	Frequency (%)
Si	989258	81.3%
No	160506	13.2%
(Missing)	67718	5.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
si	989258	86.0%
no	160506	14.0%

Most occurring characters

Value	Count	Frequency (%)
S	989258	43.0%
i	989258	43.0%
N	160506	7.0%
o	160506	7.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2299528	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
S	989258	43.0%
i	989258	43.0%
N	160506	7.0%
o	160506	7.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2299528	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
S	989258	43.0%
i	989258	43.0%
N	160506	7.0%
o	160506	7.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2299528	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
S	989258	43.0%
i	989258	43.0%
N	160506	7.0%
o	160506	7.0%

FAMI_ESTRATOVIVIENDA
Categorical

Missing

Distinct	7
Distinct (%)	< 0.1%
Missing	55103
Missing (%)	4.5%
Memory size	76.5 MiB

Estrato 2	409822
Estrato 3	366054
Estrato 1	205875
Estrato 4	112573
Estrato 5	40673
Other values (2)	27382

Length

Max length	11
Median length	9
Mean length	9.009761
Min length	9

Characters and Unicode

Total characters	10472757
Distinct characters	16
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Estrato 2
2nd row	Estrato 2
3rd row	Estrato 2
4th row	Estrato 2
5th row	Estrato 3

Common Values

Value	Count	Frequency (%)
Estrato 2	409822	33.7%
Estrato 3	366054	30.1%
Estrato 1	205875	16.9%
Estrato 4	112573	9.2%
Estrato 5	40673	3.3%
Estrato 6	21709	1.8%
Sin Estrato	5673	0.5%
(Missing)	55103	4.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
estrato	1162379	50.0%
2	409822	17.6%
3	366054	15.7%
1	205875	8.9%
4	112573	4.8%
5	40673	1.7%
6	21709	0.9%
sin	5673	0.2%

Most occurring characters

Value	Count	Frequency (%)
t	2324758	22.2%
E	1162379	11.1%
s	1162379	11.1%
r	1162379	11.1%
a	1162379	11.1%
o	1162379	11.1%
	1162379	11.1%
2	409822	3.9%
3	366054	3.5%
1	205875	2.0%
Other values (6)	191974	1.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	10472757	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
t	2324758	22.2%
E	1162379	11.1%
s	1162379	11.1%
r	1162379	11.1%
a	1162379	11.1%
o	1162379	11.1%
	1162379	11.1%
2	409822	3.9%
3	366054	3.5%
1	205875	2.0%
Other values (6)	191974	1.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	10472757	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
t	2324758	22.2%
E	1162379	11.1%
s	1162379	11.1%
r	1162379	11.1%
a	1162379	11.1%
o	1162379	11.1%
	1162379	11.1%
2	409822	3.9%
3	366054	3.5%
1	205875	2.0%
Other values (6)	191974	1.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	10472757	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
t	2324758	22.2%
E	1162379	11.1%
s	1162379	11.1%
r	1162379	11.1%
a	1162379	11.1%
o	1162379	11.1%
	1162379	11.1%
2	409822	3.9%
3	366054	3.5%
1	205875	2.0%
Other values (6)	191974	1.8%

FAMI_TIENECOMPUTADOR
Categorical

Imbalance Missing

Distinct	2
Distinct (%)	< 0.1%
Missing	64913
Missing (%)	5.3%
Memory size	68.8 MiB

Si	1045989
No	106580

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	2305138
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Si
2nd row	Si
3rd row	Si
4th row	Si
5th row	Si

Common Values

Value	Count	Frequency (%)
Si	1045989	85.9%
No	106580	8.8%
(Missing)	64913	5.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
si	1045989	90.8%
no	106580	9.2%

Most occurring characters

Value	Count	Frequency (%)
S	1045989	45.4%
i	1045989	45.4%
N	106580	4.6%
o	106580	4.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2305138	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
S	1045989	45.4%
i	1045989	45.4%
N	106580	4.6%
o	106580	4.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2305138	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
S	1045989	45.4%
i	1045989	45.4%
N	106580	4.6%
o	106580	4.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2305138	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
S	1045989	45.4%
i	1045989	45.4%
N	106580	4.6%
o	106580	4.6%

FAMI_TIENEINTERNET
Categorical

Missing

Distinct	2
Distinct (%)	< 0.1%
Missing	47504
Missing (%)	3.9%
Memory size	68.7 MiB

Si	1040839
No	129139

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	2339956
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Si
2nd row	Si
3rd row	Si
4th row	Si
5th row	Si

Common Values

Value	Count	Frequency (%)
Si	1040839	85.5%
No	129139	10.6%
(Missing)	47504	3.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
si	1040839	89.0%
no	129139	11.0%

Most occurring characters

Value	Count	Frequency (%)
S	1040839	44.5%
i	1040839	44.5%
N	129139	5.5%
o	129139	5.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2339956	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
S	1040839	44.5%
i	1040839	44.5%
N	129139	5.5%
o	129139	5.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2339956	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
S	1040839	44.5%
i	1040839	44.5%
N	129139	5.5%
o	129139	5.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2339956	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
S	1040839	44.5%
i	1040839	44.5%
N	129139	5.5%
o	129139	5.5%

FAMI_EDUCACIONMADRE
Categorical

Missing

Distinct	12
Distinct (%)	< 0.1%
Missing	42018
Missing (%)	3.5%
Memory size	118.3 MiB

Secundaria (Bachillerato) completa	250124
Primaria incompleta	172886
Técnica o tecnológica completa	160854
Educación profesional completa	152001
Secundaria (Bachillerato) incompleta	139456
Other values (7)	300143

Length

Max length	36
Median length	32
Mean length	26.891574
Min length	7

Characters and Unicode

Total characters	31610077
Distinct characters	30
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Secundaria (Bachillerato) incompleta
2nd row	Secundaria (Bachillerato) incompleta
3rd row	No sabe
4th row	Técnica o tecnológica completa
5th row	Educación profesional completa

Common Values

Value	Count	Frequency (%)
Secundaria (Bachillerato) completa	250124	20.5%
Primaria incompleta	172886	14.2%
Técnica o tecnológica completa	160854	13.2%
Educación profesional completa	152001	12.5%
Secundaria (Bachillerato) incompleta	139456	11.5%
Primaria completa	98295	8.1%
Postgrado	82756	6.8%
Técnica o tecnológica incompleta	47694	3.9%
Educación profesional incompleta	38676	3.2%
Ninguno	24348	2.0%
Other values (2)	8374	0.7%
(Missing)	42018	3.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
completa	661274	20.4%
incompleta	398712	12.3%
secundaria	389580	12.0%
bachillerato	389580	12.0%
primaria	271181	8.4%
técnica	208548	6.4%
o	208548	6.4%
tecnológica	208548	6.4%
educación	190677	5.9%
profesional	190677	5.9%
Other values (5)	123852	3.8%

Most occurring characters

Value	Count	Frequency (%)
a	4050248	12.8%
c	3057816	9.7%
i	2546156	8.1%
o	2446250	7.7%
e	2243621	7.1%
l	2241495	7.1%
	2065713	6.5%
t	1740870	5.5%
n	1635438	5.2%
r	1594955	5.0%
Other values (20)	7987515	25.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	31610077	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
a	4050248	12.8%
c	3057816	9.7%
i	2546156	8.1%
o	2446250	7.7%
e	2243621	7.1%
l	2241495	7.1%
	2065713	6.5%
t	1740870	5.5%
n	1635438	5.2%
r	1594955	5.0%
Other values (20)	7987515	25.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	31610077	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
a	4050248	12.8%
c	3057816	9.7%
i	2546156	8.1%
o	2446250	7.7%
e	2243621	7.1%
l	2241495	7.1%
	2065713	6.5%
t	1740870	5.5%
n	1635438	5.2%
r	1594955	5.0%
Other values (20)	7987515	25.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	31610077	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
a	4050248	12.8%
c	3057816	9.7%
i	2546156	8.1%
o	2446250	7.7%
e	2243621	7.1%
l	2241495	7.1%
	2065713	6.5%
t	1740870	5.5%
n	1635438	5.2%
r	1594955	5.0%
Other values (20)	7987515	25.3%

INST_ORIGEN
Categorical

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	129.1 MiB

NO OFICIAL - CORPORACIÓN	428157
NO OFICIAL - FUNDACIÓN	382810
OFICIAL NACIONAL	193215
OFICIAL DEPARTAMENTAL	186150
OFICIAL MUNICIPAL	26285

Length

Max length	24
Median length	22
Mean length	21.486037
Min length	16

Characters and Unicode

Total characters	26158863
Distinct characters	19
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	NO OFICIAL - CORPORACIÓN
2nd row	OFICIAL DEPARTAMENTAL
3rd row	NO OFICIAL - CORPORACIÓN
4th row	OFICIAL DEPARTAMENTAL
5th row	OFICIAL DEPARTAMENTAL

Common Values

Value	Count	Frequency (%)
NO OFICIAL - CORPORACIÓN	428157	35.2%
NO OFICIAL - FUNDACIÓN	382810	31.4%
OFICIAL NACIONAL	193215	15.9%
OFICIAL DEPARTAMENTAL	186150	15.3%
OFICIAL MUNICIPAL	26285	2.2%
REGIMEN ESPECIAL	865	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
oficial	1216617	30.0%
no	810967	20.0%
	810967	20.0%
corporación	428157	10.6%
fundación	382810	9.4%
nacional	193215	4.8%
departamental	186150	4.6%
municipal	26285	0.6%
regimen	865	< 0.1%
especial	865	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
I	3491716	13.3%
O	3077113	11.8%
A	2999614	11.5%
	2839416	10.9%
C	2676106	10.2%
N	2604474	10.0%
L	1623132	6.2%
F	1599427	6.1%
R	1043329	4.0%
-	810967	3.1%
Other values (9)	3393569	13.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	26158863	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
I	3491716	13.3%
O	3077113	11.8%
A	2999614	11.5%
	2839416	10.9%
C	2676106	10.2%
N	2604474	10.0%
L	1623132	6.2%
F	1599427	6.1%
R	1043329	4.0%
-	810967	3.1%
Other values (9)	3393569	13.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	26158863	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
I	3491716	13.3%
O	3077113	11.8%
A	2999614	11.5%
	2839416	10.9%
C	2676106	10.2%
N	2604474	10.0%
L	1623132	6.2%
F	1599427	6.1%
R	1043329	4.0%
-	810967	3.1%
Other values (9)	3393569	13.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	26158863	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
I	3491716	13.3%
O	3077113	11.8%
A	2999614	11.5%
	2839416	10.9%
C	2676106	10.2%
N	2604474	10.0%
L	1623132	6.2%
F	1599427	6.1%
R	1043329	4.0%
-	810967	3.1%
Other values (9)	3393569	13.0%

MOD_RAZONA_CUANTITAT_PUNT
Real number (ℝ)

High correlation

Distinct	179
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	146.77354

Minimum	0
Maximum	300
Zeros	432
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	9.3 MiB

Quantile statistics

Minimum	0
5-th percentile	95
Q1	123
median	147
Q3	169
95-th percentile	200
Maximum	300
Range	300
Interquartile range (IQR)	46

Descriptive statistics

Standard deviation	32.273339
Coefficient of variation (CV)	0.21988527
Kurtosis	0.1869979
Mean	146.77354
Median Absolute Deviation (MAD)	23
Skewness	0.17534555
Sum	1.7869414 × 10⁸
Variance	1041.5684
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
148	14429	1.2%
145	14420	1.2%
144	14364	1.2%
150	14361	1.2%
146	14356	1.2%
152	14348	1.2%
141	14287	1.2%
147	14257	1.2%
153	14228	1.2%
143	14208	1.2%
Other values (169)	1074224	88.2%

Value	Count	Frequency (%)
0	432	< 0.1%
61	4	< 0.1%
62	4	< 0.1%
63	3	< 0.1%
64	41	< 0.1%
65	76	< 0.1%
66	121	< 0.1%
67	204	< 0.1%
68	225	< 0.1%
69	304	< 0.1%

Value	Count	Frequency (%)
300	1734	0.1%
237	23	< 0.1%
236	36	< 0.1%
235	99	< 0.1%
234	112	< 0.1%
233	369	< 0.1%
232	249	< 0.1%
231	259	< 0.1%
230	365	< 0.1%
229	558	< 0.1%

MOD_COMUNI_ESCRITA_PUNT
Real number (ℝ)

High correlation Zeros

Distinct	199
Distinct (%)	< 0.1%
Missing	7466
Missing (%)	0.6%
Infinite	0
Infinite (%)	0.0%
Mean	139.10814

Minimum	0
Maximum	300
Zeros	48006
Zeros (%)	3.9%
Negative	0
Negative (%)	0.0%
Memory size	9.3 MiB

Quantile statistics

Minimum	0
5-th percentile	80
Q1	124
median	140
Q3	164
95-th percentile	191
Maximum	300
Range	300
Interquartile range (IQR)	40

Descriptive statistics

Standard deviation	42.175146
Coefficient of variation (CV)	0.30318244
Kurtosis	4.1691207
Mean	139.10814
Median Absolute Deviation (MAD)	20
Skewness	-0.7996073
Sum	1.6832307 × 10⁸
Variance	1778.7429
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	48006	3.9%
133	20316	1.7%
131	19817	1.6%
135	19736	1.6%
134	19376	1.6%
136	19361	1.6%
132	19241	1.6%
129	19207	1.6%
137	19077	1.6%
130	19028	1.6%
Other values (189)	986851	81.1%

Value	Count	Frequency (%)
0	48006	3.9%
47	7	< 0.1%
48	2	< 0.1%
49	50	< 0.1%
53	13	< 0.1%
54	11	< 0.1%
55	71	< 0.1%
56	71	< 0.1%
57	32	< 0.1%
58	65	< 0.1%

Value	Count	Frequency (%)
300	11032	0.9%
247	1	< 0.1%
245	3	< 0.1%
244	3	< 0.1%
243	5	< 0.1%
242	5	< 0.1%
241	8	< 0.1%
240	8	< 0.1%
239	9	< 0.1%
238	6	< 0.1%

MOD_COMUNI_ESCRITA_DESEM
Categorical

High correlation Missing

Distinct	4
Distinct (%)	< 0.1%
Missing	55472
Missing (%)	4.6%
Memory size	69.9 MiB

2.0	516323
3.0	373475
1.0	170017
4.0	102195

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	3486030
Distinct characters	6
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	3.0
2nd row	3.0
3rd row	1.0
4th row	3.0
5th row	2.0

Common Values

Value	Count	Frequency (%)
2.0	516323	42.4%
3.0	373475	30.7%
1.0	170017	14.0%
4.0	102195	8.4%
(Missing)	55472	4.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2.0	516323	44.4%
3.0	373475	32.1%
1.0	170017	14.6%
4.0	102195	8.8%

Most occurring characters

Value	Count	Frequency (%)
.	1162010	33.3%
0	1162010	33.3%
2	516323	14.8%
3	373475	10.7%
1	170017	4.9%
4	102195	2.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	3486030	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
.	1162010	33.3%
0	1162010	33.3%
2	516323	14.8%
3	373475	10.7%
1	170017	4.9%
4	102195	2.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	3486030	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
.	1162010	33.3%
0	1162010	33.3%
2	516323	14.8%
3	373475	10.7%
1	170017	4.9%
4	102195	2.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	3486030	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
.	1162010	33.3%
0	1162010	33.3%
2	516323	14.8%
3	373475	10.7%
1	170017	4.9%
4	102195	2.9%

MOD_INGLES_DESEM
Categorical

High correlation

Distinct	5
Distinct (%)	< 0.1%
Missing	123
Missing (%)	< 0.1%
Memory size	68.6 MiB

A2	460586
A1	260569
B1	259133
-A1	118976
B2	118095

Length

Max length	3
Median length	2
Mean length	2.0977329
Min length	2

Characters and Unicode

Total characters	2553694
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	A2
2nd row	B1
3rd row	A1
4th row	-A1
5th row	A1

Common Values

Value	Count	Frequency (%)
A2	460586	37.8%
A1	260569	21.4%
B1	259133	21.3%
-A1	118976	9.8%
B2	118095	9.7%
(Missing)	123	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
a2	460586	37.8%
a1	379545	31.2%
b1	259133	21.3%
b2	118095	9.7%

Most occurring characters

Value	Count	Frequency (%)
A	840131	32.9%
1	638678	25.0%
2	578681	22.7%
B	377228	14.8%
-	118976	4.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2553694	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
A	840131	32.9%
1	638678	25.0%
2	578681	22.7%
B	377228	14.8%
-	118976	4.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2553694	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
A	840131	32.9%
1	638678	25.0%
2	578681	22.7%
B	377228	14.8%
-	118976	4.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2553694	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
A	840131	32.9%
1	638678	25.0%
2	578681	22.7%
B	377228	14.8%
-	118976	4.7%

MOD_LECTURA_CRITICA_PUNT
Real number (ℝ)

High correlation

Distinct	188
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	149.40504

Minimum	0
Maximum	300
Zeros	1455
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	9.3 MiB

Quantile statistics

Minimum	0
5-th percentile	100
Q1	127
median	149
Q3	172
95-th percentile	200
Maximum	300
Range	300
Interquartile range (IQR)	45

Descriptive statistics

Standard deviation	31.144506
Coefficient of variation (CV)	0.20845686
Kurtosis	0.21764416
Mean	149.40504
Median Absolute Deviation (MAD)	22
Skewness	-0.045038128
Sum	1.8189795 × 10⁸
Variance	969.98026
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
150	14336	1.2%
153	14335	1.2%
151	14314	1.2%
146	14302	1.2%
147	14295	1.2%
155	14280	1.2%
149	14278	1.2%
148	14260	1.2%
154	14249	1.2%
144	14237	1.2%
Other values (178)	1074596	88.3%

Value	Count	Frequency (%)
0	1455	0.1%
54	6	< 0.1%
55	7	< 0.1%
56	5	< 0.1%
57	9	< 0.1%
58	8	< 0.1%
59	38	< 0.1%
60	44	< 0.1%
61	48	< 0.1%
62	101	< 0.1%

Value	Count	Frequency (%)
300	624	0.1%
239	7	< 0.1%
238	20	< 0.1%
237	39	< 0.1%
236	34	< 0.1%
235	109	< 0.1%
234	82	< 0.1%
233	128	< 0.1%
232	219	< 0.1%
231	273	< 0.1%

MOD_INGLES_PUNT
Real number (ℝ)

High correlation

Distinct	166
Distinct (%)	< 0.1%
Missing	123
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	153.56511

Minimum	0
Maximum	300
Zeros	7690
Zeros (%)	0.6%
Negative	0
Negative (%)	0.0%
Memory size	9.3 MiB

Quantile statistics

Minimum	0
5-th percentile	108
Q1	132
median	151
Q3	175
95-th percentile	208
Maximum	300
Range	300
Interquartile range (IQR)	43

Descriptive statistics

Standard deviation	33.662837
Coefficient of variation (CV)	0.21920889
Kurtosis	3.1527451
Mean	153.56511
Median Absolute Deviation (MAD)	21
Skewness	0.022802667
Sum	1.8694387 × 10⁸
Variance	1133.1866
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
138	16461	1.4%
139	16409	1.3%
140	16368	1.3%
141	16290	1.3%
142	16227	1.3%
137	16130	1.3%
136	16049	1.3%
135	16033	1.3%
134	15874	1.3%
132	15796	1.3%
Other values (156)	1055722	86.7%

Value	Count	Frequency (%)
0	7690	0.6%
72	6	< 0.1%
73	32	< 0.1%
74	103	< 0.1%
75	99	< 0.1%
76	157	< 0.1%
77	261	< 0.1%
78	492	< 0.1%
79	832	0.1%
80	791	0.1%

Value	Count	Frequency (%)
300	6536	0.5%
235	13	< 0.1%
234	19	< 0.1%
233	109	< 0.1%
232	224	< 0.1%
231	329	< 0.1%
230	346	< 0.1%
229	515	< 0.1%
228	586	< 0.1%
227	605	< 0.1%

MOD_COMPETEN_CIUDADA_PUNT
Real number (ℝ)

High correlation

Distinct	183
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	144.86761

Minimum	0
Maximum	300
Zeros	3147
Zeros (%)	0.3%
Negative	0
Negative (%)	0.0%
Memory size	9.3 MiB

Quantile statistics

Minimum	0
5-th percentile	89
Q1	121
median	146
Q3	169
95-th percentile	198
Maximum	300
Range	300
Interquartile range (IQR)	48

Descriptive statistics

Standard deviation	33.854748
Coefficient of variation (CV)	0.23369439
Kurtosis	0.40316372
Mean	144.86761
Median Absolute Deviation (MAD)	24
Skewness	-0.15421906
Sum	1.7637371 × 10⁸
Variance	1146.144
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
150	13759	1.1%
153	13671	1.1%
154	13638	1.1%
152	13638	1.1%
155	13622	1.1%
157	13602	1.1%
145	13547	1.1%
148	13516	1.1%
158	13509	1.1%
149	13495	1.1%
Other values (173)	1081485	88.8%

Value	Count	Frequency (%)
0	3147	0.3%
57	5	< 0.1%
58	25	< 0.1%
59	65	< 0.1%
60	130	< 0.1%
61	235	< 0.1%
62	305	< 0.1%
63	367	< 0.1%
64	409	< 0.1%
65	538	< 0.1%

Value	Count	Frequency (%)
300	1179	0.1%
237	18	< 0.1%
236	30	< 0.1%
235	23	< 0.1%
234	56	< 0.1%
233	62	< 0.1%
232	110	< 0.1%
231	101	< 0.1%
230	154	< 0.1%
229	178	< 0.1%

Interactions

Correlations

	ESTU_CODDANE_COLE_TERMINO	ESTU_COD_COLE_MCPIO_TERMINO	ESTU_COD_DEPTO_PRESENTACION	ESTU_COD_MCPIO_PRESENTACION	ESTU_COD_RESIDE_DEPTO	ESTU_COD_RESIDE_MCPIO	ESTU_ESTADOINVESTIGACION	ESTU_GENERO	ESTU_HORASSEMANATRABAJA	ESTU_INST_CODMUNICIPIO	ESTU_INST_DEPARTAMENTO	ESTU_METODO_PRGM	ESTU_PAGOMATRICULABECA	ESTU_PAGOMATRICULACREDITO	ESTU_PAGOMATRICULAPADRES	ESTU_PAGOMATRICULAPROPIO	ESTU_PRGM_CODMUNICIPIO	ESTU_PRGM_DEPARTAMENTO	ESTU_PRIVADO_LIBERTAD	ESTU_SNIES_PRGMACADEMICO	ESTU_TIPODOCUMENTO	ESTU_TIPODOCUMENTOSB11	ESTU_VALORMATRICULAUNIVERSIDAD	FAMI_EDUCACIONMADRE	FAMI_EDUCACIONPADRE	FAMI_ESTRATOVIVIENDA	FAMI_TIENEAUTOMOVIL	FAMI_TIENECOMPUTADOR	FAMI_TIENEINTERNET	FAMI_TIENELAVADORA	INST_CARACTER_ACADEMICO	INST_COD_INSTITUCION	INST_ORIGEN	MOD_COMPETEN_CIUDADA_PUNT	MOD_COMUNI_ESCRITA_DESEM	MOD_COMUNI_ESCRITA_PUNT	MOD_INGLES_DESEM	MOD_INGLES_PUNT	MOD_LECTURA_CRITICA_PUNT	MOD_RAZONA_CUANTITAT_PUNT	PERIODO
ESTU_CODDANE_COLE_TERMINO	1.000	0.379	0.176	0.176	0.310	0.307	0.017	0.043	0.056	0.241	0.192	0.104	0.063	0.018	0.190	0.141	0.263	0.211	0.010	-0.111	0.006	0.024	0.125	0.103	0.101	0.148	0.266	0.095	0.114	0.108	0.079	-0.087	0.094	0.080	0.051	0.046	0.142	0.183	0.080	0.081	0.009
ESTU_COD_COLE_MCPIO_TERMINO	0.379	1.000	0.532	0.532	0.842	0.841	0.033	0.013	0.066	0.632	0.517	0.113	0.043	0.044	0.045	0.047	0.690	0.581	0.001	0.009	0.006	0.024	0.095	0.037	0.043	0.113	0.104	0.110	0.179	0.198	0.109	-0.072	0.183	-0.080	0.040	-0.052	0.088	-0.127	-0.089	-0.068	0.000
ESTU_COD_DEPTO_PRESENTACION	0.176	0.532	1.000	1.000	0.639	0.638	0.047	0.033	0.042	0.521	0.476	0.116	0.060	0.031	0.044	0.042	0.564	0.540	0.003	0.018	0.008	0.021	0.091	0.043	0.043	0.093	0.090	0.188	0.225	0.127	0.084	-0.072	0.135	-0.113	0.040	0.012	0.129	-0.169	-0.093	-0.073	-0.187
ESTU_COD_MCPIO_PRESENTACION	0.176	0.532	1.000	1.000	0.639	0.638	0.047	0.033	0.042	0.521	0.476	0.116	0.060	0.031	0.044	0.042	0.564	0.540	0.003	0.019	0.008	0.021	0.091	0.043	0.043	0.093	0.090	0.188	0.225	0.127	0.084	-0.072	0.135	-0.114	0.040	0.012	0.129	-0.170	-0.094	-0.074	-0.187
ESTU_COD_RESIDE_DEPTO	0.310	0.842	0.639	0.639	1.000	0.999	0.000	0.001	0.005	0.715	0.012	0.027	0.001	0.002	0.002	0.004	0.786	0.013	0.000	0.034	0.097	0.021	0.002	0.006	0.006	0.042	0.009	0.003	0.005	0.005	0.001	-0.076	0.011	-0.100	0.001	-0.065	0.018	-0.151	-0.109	-0.087	0.015
ESTU_COD_RESIDE_MCPIO	0.307	0.841	0.638	0.638	0.999	1.000	0.031	0.022	0.052	0.714	0.620	0.130	0.115	0.037	0.059	0.056	0.785	0.700	0.000	0.036	0.017	0.027	0.106	0.044	0.048	0.121	0.102	0.130	0.167	0.169	0.114	-0.075	0.175	-0.102	0.049	-0.067	0.094	-0.155	-0.112	-0.089	0.016
ESTU_ESTADOINVESTIGACION	0.017	0.033	0.047	0.047	0.000	0.031	1.000	0.002	0.003	0.032	0.060	0.009	0.005	0.003	0.005	0.002	0.028	0.061	0.000	0.005	0.000	0.003	0.011	0.007	0.005	0.006	0.004	0.005	0.009	0.006	0.004	0.008	0.006	0.010	0.007	0.009	0.012	0.010	0.011	0.007	0.044
ESTU_GENERO	0.043	0.013	0.033	0.033	0.001	0.022	0.002	1.000	0.067	0.016	0.040	0.098	0.000	0.023	0.020	0.050	0.012	0.033	0.007	0.081	0.009	0.062	0.063	0.066	0.068	0.057	0.063	0.014	0.014	0.008	0.074	0.085	0.068	0.105	0.033	0.036	0.100	0.102	0.060	0.229	0.010
ESTU_HORASSEMANATRABAJA	0.056	0.066	0.042	0.042	0.005	0.052	0.003	0.067	1.000	0.080	0.099	0.151	0.040	0.053	0.282	0.332	0.082	0.102	0.002	0.081	0.010	0.035	0.138	0.098	0.092	0.075	0.081	0.038	0.055	0.055	0.126	0.120	0.063	0.067	0.047	0.043	0.090	0.094	0.077	0.064	0.033
ESTU_INST_CODMUNICIPIO	0.241	0.632	0.521	0.521	0.715	0.714	0.032	0.016	0.080	1.000	1.000	0.151	0.088	0.095	0.121	0.103	0.915	0.888	0.004	-0.031	0.008	0.014	0.162	0.025	0.028	0.107	0.095	0.135	0.165	0.170	0.210	-0.238	0.285	-0.039	0.023	-0.024	0.054	-0.060	-0.034	-0.018	0.008
ESTU_INST_DEPARTAMENTO	0.192	0.517	0.476	0.476	0.012	0.620	0.060	0.040	0.099	1.000	1.000	0.259	0.173	0.148	0.143	0.165	0.809	0.892	0.005	0.191	0.014	0.041	0.235	0.048	0.049	0.164	0.148	0.217	0.224	0.199	0.284	0.269	0.377	0.055	0.052	0.033	0.095	0.080	0.054	0.069	0.024
ESTU_METODO_PRGM	0.104	0.113	0.116	0.116	0.027	0.130	0.009	0.098	0.151	0.151	0.259	1.000	0.040	0.009	0.300	0.305	0.158	0.246	0.012	0.390	0.013	0.081	0.380	0.198	0.178	0.125	0.115	0.051	0.082	0.068	0.249	0.329	0.229	0.139	0.080	0.082	0.199	0.207	0.161	0.159	0.050
ESTU_PAGOMATRICULABECA	0.063	0.043	0.060	0.060	0.001	0.115	0.005	0.000	0.040	0.088	0.173	0.040	1.000	0.089	0.111	0.074	0.067	0.166	0.000	0.028	0.007	0.038	0.199	0.041	0.047	0.122	0.092	0.050	0.050	0.059	0.080	0.106	0.167	0.079	0.042	0.045	0.062	0.042	0.088	0.083	0.102
ESTU_PAGOMATRICULACREDITO	0.018	0.044	0.031	0.031	0.002	0.037	0.003	0.023	0.053	0.095	0.148	0.009	0.089	1.000	0.148	0.104	0.071	0.137	0.001	0.030	0.018	0.020	0.272	0.035	0.037	0.055	0.047	0.015	0.005	0.006	0.087	0.112	0.280	0.049	0.020	0.021	0.066	0.064	0.054	0.060	0.031
ESTU_PAGOMATRICULAPADRES	0.190	0.045	0.044	0.044	0.002	0.059	0.005	0.020	0.282	0.121	0.143	0.300	0.111	0.148	1.000	0.365	0.121	0.138	0.000	0.191	0.012	0.085	0.273	0.320	0.287	0.212	0.187	0.060	0.055	0.052	0.209	0.236	0.049	0.095	0.065	0.069	0.206	0.217	0.124	0.108	0.044
ESTU_PAGOMATRICULAPROPIO	0.141	0.047	0.042	0.042	0.004	0.056	0.002	0.050	0.332	0.103	0.165	0.305	0.074	0.104	0.365	1.000	0.104	0.164	0.000	0.203	0.012	0.114	0.340	0.272	0.242	0.146	0.103	0.020	0.023	0.022	0.227	0.248	0.062	0.144	0.099	0.101	0.227	0.230	0.179	0.138	0.013
ESTU_PRGM_CODMUNICIPIO	0.263	0.690	0.564	0.564	0.786	0.785	0.028	0.012	0.082	0.915	0.809	0.158	0.067	0.071	0.121	0.104	1.000	1.000	0.002	-0.035	0.009	0.016	0.142	0.028	0.030	0.108	0.090	0.127	0.168	0.179	0.184	-0.220	0.263	-0.052	0.031	-0.033	0.071	-0.084	-0.052	-0.038	0.008
ESTU_PRGM_DEPARTAMENTO	0.211	0.581	0.540	0.540	0.013	0.700	0.061	0.033	0.102	0.888	0.892	0.246	0.166	0.137	0.138	0.164	1.000	1.000	0.003	0.183	0.013	0.041	0.218	0.048	0.051	0.171	0.145	0.228	0.237	0.209	0.268	0.244	0.347	0.058	0.055	0.035	0.100	0.084	0.056	0.070	0.023
ESTU_PRIVADO_LIBERTAD	0.010	0.001	0.003	0.003	0.000	0.000	0.000	0.007	0.002	0.004	0.005	0.012	0.000	0.001	0.000	0.000	0.002	0.003	1.000	0.004	0.000	0.002	0.001	0.000	0.000	0.000	0.000	0.001	0.000	0.001	0.000	0.003	0.005	0.000	0.001	0.010	0.000	0.002	0.000	0.000	0.003
ESTU_SNIES_PRGMACADEMICO	-0.111	0.009	0.018	0.019	0.034	0.036	0.005	0.081	0.081	-0.031	0.191	0.390	0.028	0.030	0.191	0.203	-0.035	0.183	0.004	1.000	0.011	0.030	0.213	0.101	0.094	0.078	0.111	0.041	0.031	0.032	0.303	0.470	0.153	-0.205	0.061	-0.125	0.103	-0.229	-0.228	-0.238	0.079
ESTU_TIPODOCUMENTO	0.006	0.006	0.008	0.008	0.097	0.017	0.000	0.009	0.010	0.008	0.014	0.013	0.007	0.018	0.012	0.012	0.009	0.013	0.000	0.011	1.000	0.364	0.017	0.014	0.013	0.036	0.017	0.009	0.011	0.008	0.024	0.015	0.014	0.005	0.008	0.006	0.027	0.021	0.006	0.008	0.018
ESTU_TIPODOCUMENTOSB11	0.024	0.024	0.021	0.021	0.021	0.027	0.003	0.062	0.035	0.014	0.041	0.081	0.038	0.020	0.085	0.114	0.016	0.041	0.002	0.030	0.364	1.000	0.037	0.066	0.053	0.037	0.019	0.037	0.041	0.040	0.042	0.040	0.020	0.073	0.056	0.046	0.080	0.079	0.080	0.086	0.014
ESTU_VALORMATRICULAUNIVERSIDAD	0.125	0.095	0.091	0.091	0.002	0.106	0.011	0.063	0.138	0.162	0.235	0.380	0.199	0.272	0.273	0.340	0.142	0.218	0.001	0.213	0.017	0.037	1.000	0.152	0.147	0.198	0.314	0.152	0.182	0.170	0.305	0.235	0.352	0.108	0.108	0.073	0.228	0.171	0.115	0.109	0.088
FAMI_EDUCACIONMADRE	0.103	0.037	0.043	0.043	0.006	0.044	0.007	0.066	0.098	0.025	0.048	0.198	0.041	0.035	0.320	0.272	0.028	0.048	0.000	0.101	0.014	0.066	0.152	1.000	0.294	0.174	0.306	0.145	0.181	0.172	0.127	0.096	0.058	0.085	0.072	0.043	0.201	0.155	0.088	0.088	0.031
FAMI_EDUCACIONPADRE	0.101	0.043	0.043	0.043	0.006	0.048	0.005	0.068	0.092	0.028	0.049	0.178	0.047	0.037	0.287	0.242	0.030	0.051	0.000	0.094	0.013	0.053	0.147	0.294	1.000	0.180	0.303	0.140	0.176	0.169	0.118	0.089	0.057	0.082	0.073	0.044	0.199	0.153	0.084	0.084	0.033
FAMI_ESTRATOVIVIENDA	0.148	0.113	0.093	0.093	0.042	0.121	0.006	0.057	0.075	0.107	0.164	0.125	0.122	0.055	0.212	0.146	0.108	0.171	0.000	0.078	0.036	0.037	0.198	0.174	0.180	1.000	0.431	0.265	0.335	0.281	0.098	0.073	0.119	0.091	0.077	0.058	0.211	0.181	0.089	0.085	0.032
FAMI_TIENEAUTOMOVIL	0.266	0.104	0.090	0.090	0.009	0.102	0.004	0.063	0.081	0.095	0.148	0.115	0.092	0.047	0.187	0.103	0.090	0.145	0.000	0.111	0.017	0.019	0.314	0.306	0.303	0.431	1.000	0.176	0.193	0.227	0.108	0.106	0.178	0.121	0.073	0.077	0.236	0.243	0.115	0.136	0.030
FAMI_TIENECOMPUTADOR	0.095	0.110	0.188	0.188	0.003	0.130	0.005	0.014	0.038	0.135	0.217	0.051	0.050	0.015	0.060	0.020	0.127	0.228	0.001	0.041	0.009	0.037	0.152	0.145	0.140	0.265	0.176	1.000	0.438	0.203	0.033	0.040	0.118	0.124	0.044	0.061	0.147	0.169	0.112	0.117	0.064
FAMI_TIENEINTERNET	0.114	0.179	0.225	0.225	0.005	0.167	0.009	0.014	0.055	0.165	0.224	0.082	0.050	0.005	0.055	0.023	0.168	0.237	0.000	0.031	0.011	0.041	0.182	0.181	0.176	0.335	0.193	0.438	1.000	0.271	0.023	0.035	0.146	0.130	0.043	0.053	0.185	0.194	0.121	0.111	0.075
FAMI_TIENELAVADORA	0.108	0.198	0.127	0.127	0.005	0.169	0.006	0.008	0.055	0.170	0.199	0.068	0.059	0.006	0.052	0.022	0.179	0.209	0.001	0.032	0.008	0.040	0.170	0.172	0.169	0.281	0.227	0.203	0.271	1.000	0.019	0.039	0.129	0.093	0.044	0.051	0.137	0.149	0.089	0.090	0.028
INST_CARACTER_ACADEMICO	0.079	0.109	0.084	0.084	0.001	0.114	0.004	0.074	0.126	0.210	0.284	0.249	0.080	0.087	0.209	0.227	0.184	0.268	0.000	0.303	0.024	0.042	0.305	0.127	0.118	0.098	0.108	0.033	0.023	0.019	1.000	0.702	0.221	0.132	0.077	0.079	0.158	0.161	0.148	0.141	0.037
INST_COD_INSTITUCION	-0.087	-0.072	-0.072	-0.072	-0.076	-0.075	0.008	0.085	0.120	-0.238	0.269	0.329	0.106	0.112	0.236	0.248	-0.220	0.244	0.003	0.470	0.015	0.040	0.235	0.096	0.089	0.073	0.106	0.040	0.035	0.039	0.702	1.000	0.236	-0.227	0.082	-0.127	0.141	-0.239	-0.267	-0.248	0.010
INST_ORIGEN	0.094	0.183	0.135	0.135	0.011	0.175	0.006	0.068	0.063	0.285	0.377	0.229	0.167	0.280	0.049	0.062	0.263	0.347	0.005	0.153	0.014	0.020	0.352	0.058	0.057	0.119	0.178	0.118	0.146	0.129	0.221	0.236	1.000	0.046	0.032	0.026	0.070	0.063	0.049	0.055	0.021
MOD_COMPETEN_CIUDADA_PUNT	0.080	-0.080	-0.113	-0.114	-0.100	-0.102	0.010	0.105	0.067	-0.039	0.055	0.139	0.079	0.049	0.095	0.144	-0.052	0.058	0.000	-0.205	0.005	0.073	0.108	0.085	0.082	0.091	0.121	0.124	0.130	0.093	0.132	-0.227	0.046	1.000	0.166	0.283	0.269	0.535	0.700	0.531	0.025
MOD_COMUNI_ESCRITA_DESEM	0.051	0.040	0.040	0.040	0.001	0.049	0.007	0.033	0.047	0.023	0.052	0.080	0.042	0.020	0.065	0.099	0.031	0.055	0.001	0.061	0.008	0.056	0.108	0.072	0.073	0.077	0.073	0.044	0.043	0.044	0.077	0.082	0.032	0.166	1.000	0.911	0.148	0.157	0.179	0.151	0.085
MOD_COMUNI_ESCRITA_PUNT	0.046	-0.052	0.012	0.012	-0.065	-0.067	0.009	0.036	0.043	-0.024	0.033	0.082	0.045	0.021	0.069	0.101	-0.033	0.035	0.010	-0.125	0.006	0.046	0.073	0.043	0.044	0.058	0.077	0.061	0.053	0.051	0.079	-0.127	0.026	0.283	0.911	1.000	0.131	0.260	0.315	0.275	-0.153
MOD_INGLES_DESEM	0.142	0.088	0.129	0.129	0.018	0.094	0.012	0.100	0.090	0.054	0.095	0.199	0.062	0.066	0.206	0.227	0.071	0.100	0.000	0.103	0.027	0.080	0.228	0.201	0.199	0.211	0.236	0.147	0.185	0.137	0.158	0.141	0.070	0.269	0.148	0.131	1.000	0.663	0.275	0.241	0.198
MOD_INGLES_PUNT	0.183	-0.127	-0.169	-0.170	-0.151	-0.155	0.010	0.102	0.094	-0.060	0.080	0.207	0.042	0.064	0.217	0.230	-0.084	0.084	0.002	-0.229	0.021	0.079	0.171	0.155	0.153	0.181	0.243	0.169	0.194	0.149	0.161	-0.239	0.063	0.535	0.157	0.260	0.663	1.000	0.548	0.506	0.061
MOD_LECTURA_CRITICA_PUNT	0.080	-0.089	-0.093	-0.094	-0.109	-0.112	0.011	0.060	0.077	-0.034	0.054	0.161	0.088	0.054	0.124	0.179	-0.052	0.056	0.000	-0.228	0.006	0.080	0.115	0.088	0.084	0.089	0.115	0.112	0.121	0.089	0.148	-0.267	0.049	0.700	0.179	0.315	0.275	0.548	1.000	0.597	-0.005
MOD_RAZONA_CUANTITAT_PUNT	0.081	-0.068	-0.073	-0.074	-0.087	-0.089	0.007	0.229	0.064	-0.018	0.069	0.159	0.083	0.060	0.108	0.138	-0.038	0.070	0.000	-0.238	0.008	0.086	0.109	0.088	0.084	0.085	0.136	0.117	0.111	0.090	0.141	-0.248	0.055	0.531	0.151	0.275	0.241	0.506	0.597	1.000	-0.048
PERIODO	0.009	0.000	-0.187	-0.187	0.015	0.016	0.044	0.010	0.033	0.008	0.024	0.050	0.102	0.031	0.044	0.013	0.008	0.023	0.003	0.079	0.018	0.014	0.088	0.031	0.033	0.032	0.030	0.064	0.075	0.028	0.037	0.010	0.021	0.025	0.085	-0.153	0.198	0.061	-0.005	-0.048	1.000

Missing values

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

Sample

	PERIODO	ESTU_CONSECUTIVO	ESTU_TIPODOCUMENTO	ESTU_PAIS_RESIDE	ESTU_COD_RESIDE_DEPTO	ESTU_DEPTO_RESIDE	ESTU_COD_RESIDE_MCPIO	ESTU_MCPIO_RESIDE	ESTU_CODDANE_COLE_TERMINO	ESTU_COD_COLE_MCPIO_TERMINO	ESTU_COD_DEPTO_PRESENTACION	INST_COD_INSTITUCION	INST_NOMBRE_INSTITUCION	INST_CARACTER_ACADEMICO	ESTU_NUCLEO_PREGRADO	ESTU_INST_DEPARTAMENTO	ESTU_INST_CODMUNICIPIO	ESTU_INST_MUNICIPIO	ESTU_PRGM_ACADEMICO	ESTU_PRGM_DEPARTAMENTO	ESTU_PRGM_CODMUNICIPIO	ESTU_PRGM_MUNICIPIO	ESTU_NIVEL_PRGM_ACADEMICO	ESTU_METODO_PRGM	ESTU_VALORMATRICULAUNIVERSIDAD	ESTU_DEPTO_PRESENTACION	ESTU_COD_MCPIO_PRESENTACION	ESTU_MCPIO_PRESENTACION	ESTU_PAGOMATRICULABECA	ESTU_PAGOMATRICULACREDITO	ESTU_HORASSEMANATRABAJA	ESTU_SNIES_PRGMACADEMICO	ESTU_PRIVADO_LIBERTAD	ESTU_NACIONALIDAD	ESTU_ESTUDIANTE	ESTU_GENERO	ESTU_COLE_TERMINO	ESTU_PAGOMATRICULAPADRES	ESTU_ESTADOINVESTIGACION	ESTU_FECHANACIMIENTO	ESTU_PAGOMATRICULAPROPIO	ESTU_TIPODOCUMENTOSB11	FAMI_EDUCACIONPADRE	FAMI_TIENEAUTOMOVIL	FAMI_TIENELAVADORA	FAMI_ESTRATOVIVIENDA	FAMI_TIENECOMPUTADOR	FAMI_TIENEINTERNET	FAMI_EDUCACIONMADRE	INST_ORIGEN	MOD_RAZONA_CUANTITAT_PUNT	MOD_COMUNI_ESCRITA_PUNT	MOD_COMUNI_ESCRITA_DESEM	MOD_INGLES_DESEM	MOD_LECTURA_CRITICA_PUNT	MOD_INGLES_PUNT	MOD_COMPETEN_CIUDADA_PUNT
0	20183	EK201830011083	CC	COLOMBIA	11.0	BOGOTÁ	11001.0	BOGOTÁ D.C.	NaN	NaN	11.0	2834	UNIVERSITARIA AGUSTINIANA- UNIAGUSTINIANA-BOGOTÁ D.C.	INSTITUCIÓN UNIVERSITARIA	ADMINISTRACIÓN	BOGOTÁ	11001	BOGOTÁ D.C.	HOTELERIA Y TURISMO	BOGOTÁ	11001	BOGOTÁ D.C.	UNIVERSITARIO	PRESENCIAL	Entre 2.5 millones y menos de 4 millones	BOGOTÁ	11001.0	BOGOTÁ D.C.	No	No	Entre 11 y 20 horas	54487.0	N	COLOMBIA	ESTUDIANTE	F	NaN	Si	PUBLICAR	18/09/1997	No	CC	Primaria completa	Si	Si	Estrato 2	Si	Si	Secundaria (Bachillerato) incompleta	NO OFICIAL - CORPORACIÓN	161	174.0	3.0	A2	139	161.0	128
1	20183	EK201830053875	CC	COLOMBIA	76.0	VALLE	76736.0	SEVILLA	NaN	NaN	76.0	1203	UNIVERSIDAD DEL VALLE-CALI	UNIVERSIDAD	CONTADURÍA PUBLICA	VALLE	76001	CALI	CONTADURIA PUBLICA	VALLE	76834	TULUÁ	UNIVERSITARIO	PRESENCIAL	Menos de 500 mil	VALLE	76834.0	TULUÁ	No	No	Entre 21 y 30 horas	52346.0	N	COLOMBIA	ESTUDIANTE	M	NaN	Si	PUBLICAR	24/07/1995	No	TI	Primaria incompleta	No	Si	Estrato 2	Si	Si	Secundaria (Bachillerato) incompleta	OFICIAL DEPARTAMENTAL	147	170.0	3.0	B1	171	188.0	182
2	20183	EK201830167993	CC	COLOMBIA	73.0	TOLIMA	73001.0	IBAGUÉ	1.730010e+11	73001.0	73.0	2829	CORPORACION UNIVERSITARIA MINUTO DE DIOS -UNIMINUTO-BOGOTÁ D.C.	INSTITUCIÓN UNIVERSITARIA	CONTADURÍA PUBLICA	BOGOTÁ	11001	BOGOTÁ D.C.	CONTADURÍA PÚBLICA	BOGOTÁ	11001	BOGOTÁ D.C.	UNIVERSITARIO	DISTANCIA	Entre 1 millón y menos de 2.5 millones	TOLIMA	73001.0	IBAGUÉ	No	No	Más de 30 horas	91334.0	N	COLOMBIA	ESTUDIANTE	M	SEDE 1 GERMAN PARDO	No	PUBLICAR	18/03/1994	Si	CC	No Aplica	No	Si	Estrato 2	Si	Si	No sabe	NO OFICIAL - CORPORACIÓN	142	77.0	1.0	A1	124	130.0	153
3	20183	EK201830168158	CC	COLOMBIA	68.0	SANTANDER	68081.0	BARRANCABERMEJA	1.680810e+11	68081.0	68.0	2207	INSTITUTO UNIVERSITARIO DE LA PAZ-BARRANCABERMEJA	INSTITUCIÓN UNIVERSITARIA	INGENIERÍA AMBIENTAL, SANITARIA Y AFINES	SANTANDER	68081	BARRANCABERMEJA	INGENIERIA AMBIENTAL Y DE SANEAMIENTO	SANTANDER	68081	BARRANCABERMEJA	UNIVERSITARIO	PRESENCIAL	Entre 500 mil y menos de 1 millón	SANTANDER	68081.0	BARRANCABERMEJA	No	No	0	3127.0	N	COLOMBIA	ESTUDIANTE	M	INSTITUTO TECNICO INDUSTRIAL	Si	PUBLICAR	29/06/1997	No	TI	Postgrado	No	Si	Estrato 2	Si	Si	Técnica o tecnológica completa	OFICIAL DEPARTAMENTAL	185	157.0	3.0	-A1	178	106.0	169
4	20183	EK201830164354	CC	COLOMBIA	11.0	BOGOTÁ	11001.0	BOGOTÁ D.C.	1.110010e+11	11001.0	11.0	1208	UNIVERSIDAD DEL QUINDIO-ARMENIA	UNIVERSIDAD	BIBLIOTECOLOGÍA, OTROS DE CIENCIAS SOCIALES Y HUMANAS	QUINDIO	63001	ARMENIA	CIENCIAS DE LA INFORMACION Y LA DOCUMENTACION	QUINDIO	63001	ARMENIA	UNIVERSITARIO	DISTANCIA VITUAL	Entre 500 mil y menos de 1 millón	BOGOTÁ	11001.0	BOGOTÁ D.C.	No	No	Entre 21 y 30 horas	833.0	N	COLOMBIA	ESTUDIANTE	F	CENT EDUC DIST NUEVA CONSTITUCION	No	PUBLICAR	23/09/1987	Si	TI	Educación profesional completa	No	Si	Estrato 3	Si	Si	Educación profesional completa	OFICIAL DEPARTAMENTAL	114	132.0	2.0	A1	139	135.0	126
5	20183	EK201830129217	CC	COLOMBIA	70.0	SUCRE	70001.0	SINCELEJO	1.700010e+11	70001.0	70.0	2823	CORPORACION UNIVERSITARIA DEL CARIBE - CECAR-SINCELEJO	INSTITUCIÓN UNIVERSITARIA	PSICOLOGÍA	SUCRE	70001	SINCELEJO	PSICOLOGIA	SUCRE	70001	SINCELEJO	UNIVERSITARIO	PRESENCIAL	Entre 1 millón y menos de 2.5 millones	SUCRE	70001.0	SINCELEJO	No	Si	0	5223.0	N	COLOMBIA	ESTUDIANTE	F	INSTITUCION EDUCATIVA NORMAL SUPERIOR DE SINCELEJO	No	PUBLICAR	28/06/1996	No	CC	Educación profesional incompleta	No	Si	Estrato 1	No	No	Ninguno	NO OFICIAL - CORPORACIÓN	120	127.0	2.0	-A1	152	121.0	127
6	20183	EK201830138320	CC	COLOMBIA	11.0	BOGOTÁ	11001.0	BOGOTÁ D.C.	3.110010e+11	11001.0	11.0	1701	PONTIFICIA UNIVERSIDAD JAVERIANA-BOGOTÁ D.C.	UNIVERSIDAD	ADMINISTRACIÓN	BOGOTÁ	11001	BOGOTÁ D.C.	ADMINISTRACION DE EMPRESAS	BOGOTÁ	11001	BOGOTÁ D.C.	UNIVERSITARIO	PRESENCIAL	Más de 7 millones	BOGOTÁ	11001.0	BOGOTÁ D.C.	No	Si	0	953.0	N	COLOMBIA	ESTUDIANTE	F	COLEGIO AMERICANO DE BOGOTA	Si	PUBLICAR	27/01/1997	Si	TI	Educación profesional incompleta	Si	Si	Estrato 4	Si	Si	Técnica o tecnológica incompleta	NO OFICIAL - FUNDACIÓN	128	165.0	3.0	A2	169	159.0	124
7	20183	EK201830176603	CC	COLOMBIA	76.0	VALLE	76520.0	PALMIRA	NaN	NaN	76.0	2102	UNIVERSIDAD NACIONAL ABIERTA Y A DISTANCIA UNAD-BOGOTÁ D.C.	UNIVERSIDAD	PSICOLOGÍA	BOGOTÁ	11001	BOGOTÁ D.C.	PSICOLOGIA	BOGOTÁ	11001	BOGOTÁ D.C.	UNIVERSITARIO	DISTANCIA	Entre 1 millón y menos de 2.5 millones	VALLE	76520.0	PALMIRA	No	No	Menos de 10 horas	3274.0	N	COLOMBIA	ESTUDIANTE	M	NaN	No	PUBLICAR	04/04/1981	Si	CC	Técnica o tecnológica completa	Si	Si	Estrato 3	Si	Si	Técnica o tecnológica completa	OFICIAL NACIONAL	108	157.0	3.0	-A1	148	115.0	142
8	20183	EK201830071262	CC	COLOMBIA	11.0	BOGOTÁ	11001.0	BOGOTÁ D.C.	NaN	NaN	11.0	2725	POLITECNICO GRANCOLOMBIANO-BOGOTÁ D.C.	INSTITUCIÓN UNIVERSITARIA	ADMINISTRACIÓN	BOGOTÁ	11001	BOGOTÁ D.C.	NEGOCIOS INTERNACIONALES	BOGOTÁ	11001	BOGOTÁ D.C.	UNIVERSITARIO	DISTANCIA VITUAL	Entre 1 millón y menos de 2.5 millones	BOGOTÁ	11001.0	BOGOTÁ D.C.	No	No	NaN	101492.0	N	COLOMBIA	ESTUDIANTE	M	NaN	No	PUBLICAR	12/12/1981	Si	CC	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NO OFICIAL - FUNDACIÓN	132	116.0	2.0	A1	101	123.0	107
9	20183	EK201830045596	CC	COLOMBIA	76.0	VALLE	76001.0	CALI	3.760010e+11	76001.0	76.0	2745	UNIPANAMERICANA - FUNDACION UNIVERSITARIA PANAMERICANA-BOGOTÁ D.C.	INSTITUCIÓN UNIVERSITARIA	ADMINISTRACIÓN	BOGOTÁ	11001	BOGOTÁ D.C.	ADMINISTRACIÓN DE EMPRESAS	VALLE	76001	CALI	UNIVERSITARIO	PRESENCIAL	Entre 1 millón y menos de 2.5 millones	VALLE	76001.0	CALI	Si	Si	Más de 30 horas	91342.0	N	COLOMBIA	ESTUDIANTE	F	COLEGIO NUESTRA SEÑORA DE LA CONSOLACION	No	PUBLICAR	14/11/1968	Si	TI	Primaria completa	Si	Si	Estrato 3	Si	Si	Primaria completa	NO OFICIAL - FUNDACIÓN	127	136.0	2.0	A1	119	139.0	121

	PERIODO	ESTU_CONSECUTIVO	ESTU_TIPODOCUMENTO	ESTU_PAIS_RESIDE	ESTU_COD_RESIDE_DEPTO	ESTU_DEPTO_RESIDE	ESTU_COD_RESIDE_MCPIO	ESTU_MCPIO_RESIDE	ESTU_CODDANE_COLE_TERMINO	ESTU_COD_COLE_MCPIO_TERMINO	ESTU_COD_DEPTO_PRESENTACION	INST_COD_INSTITUCION	INST_NOMBRE_INSTITUCION	INST_CARACTER_ACADEMICO	ESTU_NUCLEO_PREGRADO	ESTU_INST_DEPARTAMENTO	ESTU_INST_CODMUNICIPIO	ESTU_INST_MUNICIPIO	ESTU_PRGM_ACADEMICO	ESTU_PRGM_DEPARTAMENTO	ESTU_PRGM_CODMUNICIPIO	ESTU_PRGM_MUNICIPIO	ESTU_NIVEL_PRGM_ACADEMICO	ESTU_METODO_PRGM	ESTU_VALORMATRICULAUNIVERSIDAD	ESTU_DEPTO_PRESENTACION	ESTU_COD_MCPIO_PRESENTACION	ESTU_MCPIO_PRESENTACION	ESTU_PAGOMATRICULABECA	ESTU_PAGOMATRICULACREDITO	ESTU_HORASSEMANATRABAJA	ESTU_SNIES_PRGMACADEMICO	ESTU_PRIVADO_LIBERTAD	ESTU_NACIONALIDAD	ESTU_ESTUDIANTE	ESTU_GENERO	ESTU_COLE_TERMINO	ESTU_PAGOMATRICULAPADRES	ESTU_ESTADOINVESTIGACION	ESTU_FECHANACIMIENTO	ESTU_PAGOMATRICULAPROPIO	ESTU_TIPODOCUMENTOSB11	FAMI_EDUCACIONPADRE	FAMI_TIENEAUTOMOVIL	FAMI_TIENELAVADORA	FAMI_ESTRATOVIVIENDA	FAMI_TIENECOMPUTADOR	FAMI_TIENEINTERNET	FAMI_EDUCACIONMADRE	INST_ORIGEN	MOD_RAZONA_CUANTITAT_PUNT	MOD_COMUNI_ESCRITA_PUNT	MOD_COMUNI_ESCRITA_DESEM	MOD_INGLES_DESEM	MOD_LECTURA_CRITICA_PUNT	MOD_INGLES_PUNT	MOD_COMPETEN_CIUDADA_PUNT
1217472	20222	EK202220135693	CC	COLOMBIA	18.0	CAQUETA	18256.0	EL PAUJÍL	NaN	NaN	11.0	2829	CORPORACION UNIVERSITARIA MINUTO DE DIOS -UNIMINUTO-BOGOTÁ D.C.	INSTITUCIÓN UNIVERSITARIA	PSICOLOGÍA	BOGOTÁ	11001	BOGOTÁ D.C.	PSICOLOGÍA	HUILA	41001	NEIVA	UNIVERSITARIO	DISTANCIA	Entre 1 millón y menos de 2.5 millones	BOGOTÁ	11001.0	BOGOTÁ D.C.	No	No	Entre 21 y 30 horas	91141.0	N	COLOMBIA	ESTUDIANTE	F	NaN	No	PUBLICAR	06/11/1996	Si	CC	Primaria incompleta	No	Si	Estrato 1	Si	Si	Primaria incompleta	NO OFICIAL - CORPORACIÓN	70	0.0	NaN	A1	104	114.0	98
1217473	20222	EK202220135960	CC	COLOMBIA	5.0	ANTIOQUIA	5686.0	SANTA ROSA DE OSOS	1.056860e+11	5686.0	11.0	2732	FUNDACION UNIVERSITARIA CATOLICA DEL NORTE-SANTA ROSA DE OSOS	INSTITUCIÓN UNIVERSITARIA	SOCIOLOGÍA, TRABAJO SOCIAL Y AFINES	ANTIOQUIA	5686	SANTA ROSA DE OSOS	TRABAJO SOCIAL	ANTIOQUIA	5686	SANTA ROSA DE OSOS	UNIVERSITARIO	DISTANCIA VITUAL	Entre 500 mil y menos de 1 millón	BOGOTÁ	11001.0	BOGOTÁ D.C.	Si	No	Más de 30 horas	106836.0	N	COLOMBIA	ESTUDIANTE	F	I. E CARDENAL ANIBAL MUÑOZ DUQUE	No	PUBLICAR	05/08/1983	Si	TI	Primaria incompleta	No	Si	Estrato 3	Si	Si	Primaria incompleta	NO OFICIAL - FUNDACIÓN	98	151.0	3.0	A1	119	120.0	136
1217474	20222	EK202220194751	CC	COLOMBIA	5.0	ANTIOQUIA	5045.0	APARTADÓ	1.050450e+11	5045.0	11.0	2725	POLITECNICO GRANCOLOMBIANO-BOGOTÁ D.C.	INSTITUCIÓN UNIVERSITARIA	ADMINISTRACIÓN	BOGOTÁ	11001	BOGOTÁ D.C.	ADMINISTRACIÓN DE EMPRESAS	BOGOTÁ	11001	BOGOTÁ D.C.	UNIVERSITARIO	DISTANCIA VITUAL	Entre 1 millón y menos de 2.5 millones	BOGOTÁ	11001.0	BOGOTÁ D.C.	No	No	Menos de 10 horas	90399.0	N	COLOMBIA	ESTUDIANTE	F	INSTITUCIÓN EDUCATIVA JOSÉ CELESTINO MUTIS	No	PUBLICAR	24/11/1995	Si	CC	Primaria incompleta	Si	Si	Estrato 2	Si	Si	Primaria incompleta	NO OFICIAL - FUNDACIÓN	122	95.0	1.0	A1	104	119.0	104
1217475	20222	EK202220206584	CC	COLOMBIA	11.0	BOGOTÁ	11001.0	BOGOTÁ D.C.	2.111020e+11	11001.0	11.0	4721	FUNDACION UNIVERSITARIA HORIZONTE-BOGOTÁ D.C.	INSTITUCIÓN UNIVERSITARIA	INGENIERÍA ADMINISTRATIVA Y AFINES	BOGOTÁ	11001	BOGOTÁ D.C.	INGENIERIA EN SEGURIDAD INDUSTRIAL E HIGIENE OCUPACIONAL	BOGOTÁ	11001	BOGOTÁ D.C.	UNIVERSITARIO	PRESENCIAL	Entre 2.5 millones y menos de 4 millones	BOGOTÁ	11001.0	BOGOTÁ D.C.	No	No	Menos de 10 horas	104564.0	N	COLOMBIA	ESTUDIANTE	F	CENT EDUC DIST EL PORVENIR	No	PUBLICAR	23/01/1991	Si	TI	Secundaria (Bachillerato) incompleta	No	Si	Estrato 3	Si	Si	Secundaria (Bachillerato) completa	NO OFICIAL - FUNDACIÓN	168	125.0	2.0	A2	144	156.0	134
1217476	20223	EK202230220834	CC	COLOMBIA	NaN	NaN	NaN	NaN	NaN	NaN	11.0	1101	UNIVERSIDAD NACIONAL DE COLOMBIA-BOGOTÁ D.C.	UNIVERSIDAD	INGENIERÍA MECÁNICA Y AFINES	BOGOTÁ	11001	BOGOTÁ D.C.	INGENIERIA MECATRONICA	BOGOTÁ	11001	BOGOTÁ D.C.	UNIVERSITARIO	PRESENCIAL	NaN	BOGOTÁ	11001.0	BOGOTÁ D.C.	NaN	NaN	NaN	16939.0	N	COLOMBIA	ESTUDIANTE	F	NaN	NaN	PUBLICAR	17/02/1999	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	OFICIAL NACIONAL	221	156.0	3.0	B2	168	198.0	104
1217477	20222	EK202220148630	CC	COLOMBIA	41.0	HUILA	41396.0	LA PLATA	2.413960e+11	41396.0	11.0	1110	UNIVERSIDAD DEL CAUCA-POPAYAN	UNIVERSIDAD	DERECHO Y AFINES	CAUCA	19001	POPAYÁN	DERECHO	CAUCA	19001	POPAYÁN	UNIVERSITARIO	PRESENCIAL	No pagó matrícula	BOGOTÁ	11001.0	BOGOTÁ D.C.	No	No	Entre 11 y 20 horas	233.0	N	COLOMBIA	ESTUDIANTE	M	SAN SEBASTIAN	No	PUBLICAR	02/04/1997	No	TI	Educación profesional completa	Si	Si	Estrato 2	Si	Si	Primaria incompleta	OFICIAL NACIONAL	101	149.0	2.0	A2	153	134.0	140
1217478	20222	EK202220164335	CC	COLOMBIA	54.0	NORTE SANTANDER	54810.0	TIBÚ	1.548100e+11	54810.0	54.0	2728	FUNDACION UNIVERSITARIA DEL AREA ANDINA-BOGOTÁ D.C.	INSTITUCIÓN UNIVERSITARIA	EDUCACIÓN	BOGOTÁ	11001	BOGOTÁ D.C.	LICENCIATURA EN PEDAGOGÍA INFANTIL	BOGOTÁ	11001	BOGOTÁ D.C.	UNIVERSITARIO	DISTANCIA VITUAL	Entre 1 millón y menos de 2.5 millones	NORTE SANTANDER	54001.0	CÚCUTA	No	No	Entre 21 y 30 horas	102554.0	N	COLOMBIA	ESTUDIANTE	F	COL INTEG FRANCISCO JOSE DE CALDAS	No	PUBLICAR	10/05/1994	Si	CC	Primaria incompleta	No	Si	Estrato 1	Si	No	Primaria completa	NO OFICIAL - FUNDACIÓN	91	135.0	2.0	A2	100	132.0	93
1217479	20222	EK202220142587	CC	COLOMBIA	11.0	BOGOTÁ	11001.0	BOGOTÁ D.C.	3.230010e+11	23001.0	11.0	1709	UNIVERSIDAD CENTRAL-BOGOTÁ D.C.	UNIVERSIDAD	PUBLICIDAD Y AFINES	BOGOTÁ	11001	BOGOTÁ D.C.	PUBLICIDAD	BOGOTÁ	11001	BOGOTÁ D.C.	UNIVERSITARIO	PRESENCIAL	Entre 4 millones y menos de 5.5 millones	BOGOTÁ	11001.0	BOGOTÁ D.C.	No	No	Entre 21 y 30 horas	1169.0	N	COLOMBIA	ESTUDIANTE	F	LICEO MONTERIA	Si	PUBLICAR	26/10/1994	Si	TI	Secundaria (Bachillerato) incompleta	No	Si	Estrato 3	No	Si	Secundaria (Bachillerato) completa	NO OFICIAL - FUNDACIÓN	159	162.0	3.0	B1	190	178.0	163
1217480	20222	EK202220116355	CC	COLOMBIA	5.0	ANTIOQUIA	5001.0	MEDELLÍN	1.050010e+11	5001.0	11.0	2110	COLEGIO MAYOR DE ANTIOQUIA-MEDELLIN	INSTITUCIÓN UNIVERSITARIA	INGENIERÍA AMBIENTAL, SANITARIA Y AFINES	ANTIOQUIA	5001	MEDELLÍN	INGENIERIA AMBIENTAL	ANTIOQUIA	5001	MEDELLÍN	UNIVERSITARIO	PRESENCIAL	Entre 1 millón y menos de 2.5 millones	BOGOTÁ	11001.0	BOGOTÁ D.C.	Si	No	Más de 30 horas	54263.0	N	COLOMBIA	ESTUDIANTE	F	INSTITUCIÓN EDUCATIVA CONCEJO DE MEDELLIN	No	PUBLICAR	18/07/1998	No	CC	Secundaria (Bachillerato) incompleta	No	Si	Estrato 3	Si	Si	Secundaria (Bachillerato) incompleta	OFICIAL NACIONAL	179	156.0	3.0	A2	137	134.0	154
1217481	20222	EK202220153024	CC	COLOMBIA	76.0	VALLE	76001.0	CALI	NaN	NaN	11.0	1807	UNIVERSIDAD LIBRE-CALI	UNIVERSIDAD	ADMINISTRACIÓN	VALLE	76001	CALI	MERCADEO	VALLE	76001	CALI	UNIVERSITARIO	PRESENCIAL	Entre 2.5 millones y menos de 4 millones	BOGOTÁ	11001.0	BOGOTÁ D.C.	No	No	NaN	52206.0	N	COLOMBIA	ESTUDIANTE	F	NaN	No	PUBLICAR	05/03/1983	Si	TI	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NO OFICIAL - CORPORACIÓN	142	129.0	2.0	A1	155	120.0	114

Duplicate rows

Most frequently occurring

	PERIODO	ESTU_CONSECUTIVO	ESTU_TIPODOCUMENTO	ESTU_PAIS_RESIDE	ESTU_COD_RESIDE_DEPTO	ESTU_DEPTO_RESIDE	ESTU_COD_RESIDE_MCPIO	ESTU_MCPIO_RESIDE	ESTU_CODDANE_COLE_TERMINO	ESTU_COD_COLE_MCPIO_TERMINO	ESTU_COD_DEPTO_PRESENTACION	INST_COD_INSTITUCION	INST_NOMBRE_INSTITUCION	INST_CARACTER_ACADEMICO	ESTU_NUCLEO_PREGRADO	ESTU_INST_DEPARTAMENTO	ESTU_INST_CODMUNICIPIO	ESTU_INST_MUNICIPIO	ESTU_PRGM_ACADEMICO	ESTU_PRGM_DEPARTAMENTO	ESTU_PRGM_CODMUNICIPIO	ESTU_PRGM_MUNICIPIO	ESTU_NIVEL_PRGM_ACADEMICO	ESTU_METODO_PRGM	ESTU_VALORMATRICULAUNIVERSIDAD	ESTU_DEPTO_PRESENTACION	ESTU_COD_MCPIO_PRESENTACION	ESTU_MCPIO_PRESENTACION	ESTU_PAGOMATRICULABECA	ESTU_PAGOMATRICULACREDITO	ESTU_HORASSEMANATRABAJA	ESTU_SNIES_PRGMACADEMICO	ESTU_PRIVADO_LIBERTAD	ESTU_NACIONALIDAD	ESTU_ESTUDIANTE	ESTU_GENERO	ESTU_COLE_TERMINO	ESTU_PAGOMATRICULAPADRES	ESTU_ESTADOINVESTIGACION	ESTU_FECHANACIMIENTO	ESTU_PAGOMATRICULAPROPIO	ESTU_TIPODOCUMENTOSB11	FAMI_EDUCACIONPADRE	FAMI_TIENEAUTOMOVIL	FAMI_TIENELAVADORA	FAMI_ESTRATOVIVIENDA	FAMI_TIENECOMPUTADOR	FAMI_TIENEINTERNET	FAMI_EDUCACIONMADRE	INST_ORIGEN	MOD_RAZONA_CUANTITAT_PUNT	MOD_COMUNI_ESCRITA_PUNT	MOD_COMUNI_ESCRITA_DESEM	MOD_INGLES_DESEM	MOD_LECTURA_CRITICA_PUNT	MOD_INGLES_PUNT	MOD_COMPETEN_CIUDADA_PUNT	# duplicates
0	20225	EK202250069558	CC	COLOMBIA	52.0	NARIÑO	52001.0	PASTO	3.520010e+11	52001.0	52.0	1206	UNIVERSIDAD DE NARIÑO-PASTO	UNIVERSIDAD	ARQUITECTURA	NARIÑO	52001	PASTO	ARQUITECTURA	NARIÑO	52001	PASTO	UNIVERSITARIO	PRESENCIAL	No pagó matrícula	NARIÑO	52001.0	PASTO	Si	No	Entre 21 y 30 horas	19127.0	N	COLOMBIA	ESTUDIANTE	M	INSTITUTO EDUCATIVO ALBERTO QUIJANO VODNIZA - SEDE PRINCIPAL	No	PUBLICAR	18/10/1996	No	TI	Técnica o tecnológica incompleta	No	No	Estrato 1	Si	Si	Técnica o tecnológica completa	OFICIAL DEPARTAMENTAL	134	151.0	3.0	A2	126	129.0	137	2
1	20225	EK202250069574	CC	COLOMBIA	52.0	NARIÑO	52001.0	PASTO	1.520010e+11	52001.0	52.0	1206	UNIVERSIDAD DE NARIÑO-PASTO	UNIVERSIDAD	ARQUITECTURA	NARIÑO	52001	PASTO	ARQUITECTURA	NARIÑO	52001	PASTO	UNIVERSITARIO	PRESENCIAL	No pagó matrícula	NARIÑO	52001.0	PASTO	No	No	Entre 11 y 20 horas	19127.0	N	COLOMBIA	ESTUDIANTE	M	I.E.M. CIUDAD DE PASTO - SEDE PRINCIPAL	Si	PUBLICAR	12/09/1995	Si	TI	Primaria incompleta	No	Si	Estrato 3	Si	Si	Secundaria (Bachillerato) completa	OFICIAL DEPARTAMENTAL	191	166.0	3.0	B1	154	180.0	194	2
2	20225	EK202250069895	CC	COLOMBIA	52.0	NARIÑO	52001.0	PASTO	1.520010e+11	52001.0	52.0	1206	UNIVERSIDAD DE NARIÑO-PASTO	UNIVERSIDAD	ARQUITECTURA	NARIÑO	52001	PASTO	ARQUITECTURA	NARIÑO	52001	PASTO	UNIVERSITARIO	PRESENCIAL	No pagó matrícula	NARIÑO	52001.0	PASTO	No	No	Entre 11 y 20 horas	19127.0	N	COLOMBIA	ESTUDIANTE	M	I.E.M. NORMAL SUPERIOR DE PASTO - SEDE PRINCIPAL	No	PUBLICAR	20/09/1994	Si	TI	Secundaria (Bachillerato) completa	No	Si	Estrato 2	Si	Si	Secundaria (Bachillerato) completa	OFICIAL DEPARTAMENTAL	177	166.0	3.0	A2	157	128.0	158	2
3	20225	EK202250069923	CC	COLOMBIA	86.0	PUTUMAYO	86760.0	SANTIAGO	3.867490e+11	86749.0	52.0	1206	UNIVERSIDAD DE NARIÑO-PASTO	UNIVERSIDAD	ARQUITECTURA	NARIÑO	52001	PASTO	ARQUITECTURA	NARIÑO	52001	PASTO	UNIVERSITARIO	PRESENCIAL	Menos de 500 mil	NARIÑO	52001.0	PASTO	Si	No	0	19127.0	N	COLOMBIA	ESTUDIANTE	F	COL CHAMPAGNAT	Si	PUBLICAR	09/09/2000	Si	TI	Técnica o tecnológica completa	No	No	Estrato 1	Si	Si	Técnica o tecnológica completa	OFICIAL DEPARTAMENTAL	130	159.0	3.0	A2	144	131.0	138	2
4	20225	EK202250069971	CC	COLOMBIA	52.0	NARIÑO	52356.0	IPIALES	1.523560e+11	52356.0	52.0	1206	UNIVERSIDAD DE NARIÑO-PASTO	UNIVERSIDAD	ARQUITECTURA	NARIÑO	52001	PASTO	ARQUITECTURA	NARIÑO	52001	PASTO	UNIVERSITARIO	PRESENCIAL	No pagó matrícula	NARIÑO	52001.0	PASTO	Si	No	Entre 11 y 20 horas	19127.0	N	COLOMBIA	ESTUDIANTE	M	INSTITUCION EDUCATIVA NACIONAL SUCRE	No	PUBLICAR	30/03/1996	No	TI	Secundaria (Bachillerato) incompleta	No	No	Estrato 1	Si	No	Secundaria (Bachillerato) incompleta	OFICIAL DEPARTAMENTAL	178	166.0	3.0	A2	170	142.0	138	2
5	20225	EK202250069989	CC	COLOMBIA	52.0	NARIÑO	52001.0	PASTO	1.520010e+11	52001.0	52.0	1206	UNIVERSIDAD DE NARIÑO-PASTO	UNIVERSIDAD	ARQUITECTURA	NARIÑO	52001	PASTO	ARQUITECTURA	NARIÑO	52001	PASTO	UNIVERSITARIO	PRESENCIAL	No pagó matrícula	NARIÑO	52001.0	PASTO	Si	No	Más de 30 horas	19127.0	N	COLOMBIA	ESTUDIANTE	F	I.E.M. LIC CENTRAL DE NARIÑO - SEDE PRINCIPAL	No	PUBLICAR	05/09/1999	Si	TI	Secundaria (Bachillerato) completa	No	No	Estrato 1	Si	Si	Secundaria (Bachillerato) completa	OFICIAL DEPARTAMENTAL	168	144.0	2.0	A2	161	133.0	84	2
6	20225	EK202250070545	CC	COLOMBIA	8.0	ATLANTICO	8001.0	BARRANQUILLA	3.200010e+11	20001.0	8.0	1804	UNIVERSIDAD AUTONOMA DEL CARIBE-BARRANQUILLA	UNIVERSIDAD	ARQUITECTURA	ATLANTICO	8001	BARRANQUILLA	ARQUITECTURA	ATLANTICO	8001	BARRANQUILLA	UNIVERSITARIO	PRESENCIAL	Entre 4 millones y menos de 5.5 millones	ATLANTICO	8001.0	BARRANQUILLA	No	Si	0	1466.0	N	COLOMBIA	ESTUDIANTE	M	GIMSABER - SEDE PRINCIPAL	Si	PUBLICAR	14/06/2001	No	TI	Educación profesional completa	No	No	Estrato 2	Si	Si	Educación profesional completa	NO OFICIAL - CORPORACIÓN	130	159.0	3.0	B1	142	179.0	118	2
7	20225	EK202250070562	CC	COLOMBIA	88.0	SAN ANDRES	88001.0	SAN ANDRÉS	3.880010e+11	88001.0	8.0	1804	UNIVERSIDAD AUTONOMA DEL CARIBE-BARRANQUILLA	UNIVERSIDAD	ARQUITECTURA	ATLANTICO	8001	BARRANQUILLA	ARQUITECTURA	ATLANTICO	8001	BARRANQUILLA	UNIVERSITARIO	PRESENCIAL	Entre 2.5 millones y menos de 4 millones	ATLANTICO	8001.0	BARRANQUILLA	Si	Si	Entre 21 y 30 horas	1466.0	N	COLOMBIA	ESTUDIANTE	M	I.E. DE LA SAGRADA FAMILIA - SEDE PRINCIPAL	Si	PUBLICAR	16/05/1995	Si	TI	Secundaria (Bachillerato) completa	Si	Si	Estrato 3	No	No	Educación profesional completa	NO OFICIAL - CORPORACIÓN	143	154.0	3.0	A2	167	162.0	151	2
8	20225	EK202250071273	CC	COLOMBIA	8.0	ATLANTICO	8001.0	BARRANQUILLA	3.080010e+11	8001.0	8.0	1804	UNIVERSIDAD AUTONOMA DEL CARIBE-BARRANQUILLA	UNIVERSIDAD	ARQUITECTURA	ATLANTICO	8001	BARRANQUILLA	ARQUITECTURA	ATLANTICO	8001	BARRANQUILLA	UNIVERSITARIO	PRESENCIAL	Entre 4 millones y menos de 5.5 millones	ATLANTICO	8001.0	BARRANQUILLA	No	Si	0	1466.0	N	COLOMBIA	ESTUDIANTE	F	COL CRISTO REY	No	PUBLICAR	17/09/1996	No	TI	Secundaria (Bachillerato) completa	No	Si	Estrato 1	Si	No	Secundaria (Bachillerato) completa	NO OFICIAL - CORPORACIÓN	122	107.0	1.0	A2	124	133.0	124	2
9	20225	EK202250071644	CC	COLOMBIA	8.0	ATLANTICO	8758.0	SOLEDAD	3.080010e+11	8001.0	8.0	1804	UNIVERSIDAD AUTONOMA DEL CARIBE-BARRANQUILLA	UNIVERSIDAD	ARQUITECTURA	ATLANTICO	8001	BARRANQUILLA	ARQUITECTURA	ATLANTICO	8001	BARRANQUILLA	UNIVERSITARIO	PRESENCIAL	Entre 4 millones y menos de 5.5 millones	ATLANTICO	8001.0	BARRANQUILLA	No	No	0	1466.0	N	COLOMBIA	ESTUDIANTE	F	COLEGIO MONSEÑOR VICTOR TAMAYO (ASOBOSQUE)	Si	PUBLICAR	22/12/2000	No	TI	Técnica o tecnológica completa	Si	Si	Estrato 2	Si	Si	Secundaria (Bachillerato) completa	NO OFICIAL - CORPORACIÓN	141	149.0	2.0	B1	166	183.0	152	2

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories